Udemy - AI & LLM Engineering Mastery GenAI, RAG Complete Guide (2.2025)

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Files (607)

01. Introduction

8 files • 83.93 MB

1. Introduction.mp4

01. Introduction/1. Introduction.mp4

10.31 MB

1. Introduction.vtt

01. Introduction/1. Introduction.vtt

6.34 KB

2. DEMO - What You'll Build in this Course.mp4

01. Introduction/2. DEMO - What You'll Build in this Course.mp4

36.92 MB

2. DEMO - What You'll Build in this Course.vtt

01. Introduction/2. DEMO - What You'll Build in this Course.vtt

9.69 KB

3. Course Structure.mp4

01. Introduction/3. Course Structure.mp4

14.52 MB

3. Course Structure.vtt

01. Introduction/3. Course Structure.vtt

1.71 KB

4. How To Get The Most from This Course.mp4

01. Introduction/4. How To Get The Most from This Course.mp4

22.16 MB

4. How To Get The Most from This Course.vtt

01. Introduction/4. How To Get The Most from This Course.vtt

3.3 KB

02. Development Environment Setup

12 files • 77.69 MB

1. Development Environment Setup - Overview.mp4

02. Development Environment Setup/1. Development Environment Setup - Overview.mp4

7.99 MB

1. Development Environment Setup - Overview.vtt

02. Development Environment Setup/1. Development Environment Setup - Overview.vtt

1.18 KB

2. Install Python on Windows - for WINDOWS USERS.mp4

02. Development Environment Setup/2. Install Python on Windows - for WINDOWS USERS.mp4

23.64 MB

2. Install Python on Windows - for WINDOWS USERS.vtt

02. Development Environment Setup/2. Install Python on Windows - for WINDOWS USERS.vtt

3.89 KB

3. Install Python on MAC - for MAC USERS.mp4

02. Development Environment Setup/3. Install Python on MAC - for MAC USERS.mp4

9.1 MB

3. Install Python on MAC - for MAC USERS.vtt

02. Development Environment Setup/3. Install Python on MAC - for MAC USERS.vtt

2.53 KB

4. Download Visual Studio Code.mp4

02. Development Environment Setup/4. Download Visual Studio Code.mp4

4.9 MB

4. Download Visual Studio Code.vtt

02. Development Environment Setup/4. Download Visual Studio Code.vtt

1.48 KB

5. Install the Python Extension Pack for VS Code.mp4

02. Development Environment Setup/5. Install the Python Extension Pack for VS Code.mp4

11.58 MB

5. Install the Python Extension Pack for VS Code.vtt

02. Development Environment Setup/5. Install the Python Extension Pack for VS Code.vtt

2.33 KB

6. Running First Python Program in VS Code.mp4

02. Development Environment Setup/6. Running First Python Program in VS Code.mp4

20.47 MB

6. Running First Python Program in VS Code.vtt

02. Development Environment Setup/6. Running First Python Program in VS Code.vtt

5.79 KB

03. Download Source code for the AI, LLM Engineering Mastery

1 files • 405 Bytes

04. Do You Know Python

2 files • 9.16 MB

1. Python Deep Dive - Introduction and Overview.mp4

04. Do You Know Python/1. Python Deep Dive - Introduction and Overview.mp4

9.16 MB

1. Python Deep Dive - Introduction and Overview.vtt

04. Do You Know Python/1. Python Deep Dive - Introduction and Overview.vtt

1.07 KB

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals

153 files • 2.7 GB

1. What is Python and Where It's Used.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/1. What is Python and Where It's Used.mp4

7.52 MB

1. What is Python and Where It's Used.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/1. What is Python and Where It's Used.vtt

3.3 KB

10. Sorting a List and Getting a List Length.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/10. Sorting a List and Getting a List Length.mp4

45.25 MB

10. Sorting a List and Getting a List Length.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/10. Sorting a List and Getting a List Length.vtt

7.4 KB

11. Lists and Loops - Looping through a List.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/11. Lists and Loops - Looping through a List.mp4

21.86 MB

11. Lists and Loops - Looping through a List.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/11. Lists and Loops - Looping through a List.vtt

4.94 KB

12. Making a List of Numbers with Loops and the Range Function.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/12. Making a List of Numbers with Loops and the Range Function.mp4

36.41 MB

12. Making a List of Numbers with Loops and the Range Function.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/12. Making a List of Numbers with Loops and the Range Function.vtt

7.28 KB

13. Statistics Functions for Numbers.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/13. Statistics Functions for Numbers.mp4

20.69 MB

13. Statistics Functions for Numbers.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/13. Statistics Functions for Numbers.vtt

2.62 KB

14. Generate Even Numbers with the List and Range.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/14. Generate Even Numbers with the List and Range.mp4

22.94 MB

14. Generate Even Numbers with the List and Range.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/14. Generate Even Numbers with the List and Range.vtt

3.65 KB

15. Important Code Organization Note.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/15. Important Code Organization Note.mp4

3.89 MB

15. Important Code Organization Note.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/15. Important Code Organization Note.vtt

813 Bytes

16. List Comprehension.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/16. List Comprehension.mp4

29.65 MB

16. List Comprehension.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/16. List Comprehension.vtt

4.6 KB

17. Tuples.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/17. Tuples.mp4

16.16 MB

17. Tuples.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/17. Tuples.vtt

3.61 KB

18. Branching - If Statements and Booleans.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/18. Branching - If Statements and Booleans.mp4

45.47 MB

18. Branching - If Statements and Booleans.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/18. Branching - If Statements and Booleans.vtt

7.97 KB

19. The Elif and the in Keywords.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/19. The Elif and the in Keywords.mp4

28.44 MB

19. The Elif and the in Keywords.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/19. The Elif and the in Keywords.vtt

4.88 KB

2. Python Compilation & Interpretation Process.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/2. Python Compilation & Interpretation Process.mp4

7.09 MB

2. Python Compilation & Interpretation Process.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/2. Python Compilation & Interpretation Process.vtt

3.59 KB

20. Hands-on - Using AND and OR Logical Operators.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/20. Hands-on - Using AND and OR Logical Operators.mp4

45.77 MB

20. Hands-on - Using AND and OR Logical Operators.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/20. Hands-on - Using AND and OR Logical Operators.vtt

6.07 KB

21. AND OR Logical Operators.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/21. AND OR Logical Operators.mp4

2.01 MB

21. AND OR Logical Operators.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/21. AND OR Logical Operators.vtt

1.34 KB

22. Checking for Inequalities.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/22. Checking for Inequalities.mp4

9.46 MB

22. Checking for Inequalities.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/22. Checking for Inequalities.vtt

1.81 KB

23. Hands-on - Inner If-Statements.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/23. Hands-on - Inner If-Statements.mp4

23.87 MB

23. Hands-on - Inner If-Statements.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/23. Hands-on - Inner If-Statements.vtt

4.19 KB

24. Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/24. Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.mp4

31.93 MB

24. Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/24. Data Structures - Dictionaries - Introduction and Declaring and Accessing Values.vtt

6.86 KB

25. Modifying a Dictionary.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/25. Modifying a Dictionary.mp4

32.26 MB

25. Modifying a Dictionary.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/25. Modifying a Dictionary.vtt

5.46 KB

26. Iterating Through a Dictionary.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/26. Iterating Through a Dictionary.mp4

28.14 MB

26. Iterating Through a Dictionary.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/26. Iterating Through a Dictionary.vtt

4.63 KB

27. Nested Dictionaries and Looping Through Them.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/27. Nested Dictionaries and Looping Through Them.mp4

48.12 MB

27. Nested Dictionaries and Looping Through Them.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/27. Nested Dictionaries and Looping Through Them.vtt

8.31 KB

28. Looping through a Dictionary with a List Inside.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/28. Looping through a Dictionary with a List Inside.mp4

31.57 MB

28. Looping through a Dictionary with a List Inside.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/28. Looping through a Dictionary with a List Inside.vtt

4.25 KB

29. User Input and While Loops - User Input - Introduction.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/29. User Input and While Loops - User Input - Introduction.mp4

43.74 MB

29. User Input and While Loops - User Input - Introduction.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/29. User Input and While Loops - User Input - Introduction.vtt

8.05 KB

3. Download Python Fundamentals Code.html

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/3. Download Python Fundamentals Code.html

198 Bytes

30. Hands-on - Odd or Even Number.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/30. Hands-on - Odd or Even Number.mp4

28.89 MB

30. Hands-on - Odd or Even Number.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/30. Hands-on - Odd or Even Number.vtt

6.09 KB

31. While Loops & Simple Quit Program.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/31. While Loops & Simple Quit Program.mp4

44.7 MB

31. While Loops & Simple Quit Program.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/31. While Loops & Simple Quit Program.vtt

9.27 KB

32. Hands-on - Quiz Game.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/32. Hands-on - Quiz Game.mp4

62.18 MB

32. Hands-on - Quiz Game.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/32. Hands-on - Quiz Game.vtt

10 KB

33. Removing all Instances of Specific Values from a List.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/33. Removing all Instances of Specific Values from a List.mp4

7.58 MB

33. Removing all Instances of Specific Values from a List.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/33. Removing all Instances of Specific Values from a List.vtt

1.65 KB

34. Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/34. Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.mp4

65.4 MB

34. Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/34. Hands-on Dream Travel Itinerary Program - Filling a Dictionary with User Input.vtt

10.99 KB

35. Functions - Introduction.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/35. Functions - Introduction.mp4

16.81 MB

35. Functions - Introduction.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/35. Functions - Introduction.vtt

5.52 KB

36. Passing Information to a Function (parameters).mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/36. Passing Information to a Function (parameters).mp4

24.32 MB

36. Passing Information to a Function (parameters).vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/36. Passing Information to a Function (parameters).vtt

6.01 KB

37. Positional and Named Arguments.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/37. Positional and Named Arguments.mp4

9.91 MB

37. Positional and Named Arguments.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/37. Positional and Named Arguments.vtt

2.21 KB

38. Default Values - Parameters.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/38. Default Values - Parameters.mp4

18.51 MB

38. Default Values - Parameters.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/38. Default Values - Parameters.vtt

3.31 KB

39. Return Values from a Function.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/39. Return Values from a Function.mp4

27.22 MB

39. Return Values from a Function.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/39. Return Values from a Function.vtt

5.15 KB

4. Declaring Variables in Python.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/4. Declaring Variables in Python.mp4

27.7 MB

4. Declaring Variables in Python.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/4. Declaring Variables in Python.vtt

5.63 KB

40. Hands-on - Returning an Integer & Intro do DocString.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/40. Hands-on - Returning an Integer & Intro do DocString.mp4

32.18 MB

40. Hands-on - Returning an Integer & Intro do DocString.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/40. Hands-on - Returning an Integer & Intro do DocString.vtt

6.02 KB

41. Functions - Passing a List as Argument.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/41. Functions - Passing a List as Argument.mp4

16.63 MB

41. Functions - Passing a List as Argument.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/41. Functions - Passing a List as Argument.vtt

2.9 KB

42. Passing an Arbitrary Number of Arguments to a Function.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/42. Passing an Arbitrary Number of Arguments to a Function.mp4

40.62 MB

42. Passing an Arbitrary Number of Arguments to a Function.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/42. Passing an Arbitrary Number of Arguments to a Function.vtt

5.94 KB

43. Introduction to Modules - Importing Specific functions from a Module.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/43. Introduction to Modules - Importing Specific functions from a Module.mp4

34.39 MB

43. Introduction to Modules - Importing Specific functions from a Module.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/43. Introduction to Modules - Importing Specific functions from a Module.vtt

7.95 KB

44. Using the as as an Alias.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/44. Using the as as an Alias.mp4

10.39 MB

44. Using the as as an Alias.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/44. Using the as as an Alias.vtt

1.67 KB

45. Classes and OOP - Object Oriented Programming - The init and str methods.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/45. Classes and OOP - Object Oriented Programming - The init and str methods.mp4

47.5 MB

45. Classes and OOP - Object Oriented Programming - The init and str methods.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/45. Classes and OOP - Object Oriented Programming - The init and str methods.vtt

12.56 KB

46. Adding More Methods to the Class.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/46. Adding More Methods to the Class.mp4

19.28 MB

46. Adding More Methods to the Class.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/46. Adding More Methods to the Class.vtt

2.2 KB

47. Setting a Default Value for an Attribute.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/47. Setting a Default Value for an Attribute.mp4

15.2 MB

47. Setting a Default Value for an Attribute.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/47. Setting a Default Value for an Attribute.vtt

1.29 KB

48. Modifying Class Attribute - directly and with Methods.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/48. Modifying Class Attribute - directly and with Methods.mp4

25.45 MB

48. Modifying Class Attribute - directly and with Methods.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/48. Modifying Class Attribute - directly and with Methods.vtt

2.57 KB

49. Inheritance - Create an Ebook - Child Class.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/49. Inheritance - Create an Ebook - Child Class.mp4

81.81 MB

49. Inheritance - Create an Ebook - Child Class.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/49. Inheritance - Create an Ebook - Child Class.vtt

13.46 KB

5. Data Types.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/5. Data Types.mp4

32.94 MB

5. Data Types.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/5. Data Types.vtt

6.61 KB

50. Overriding Methods.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/50. Overriding Methods.mp4

54.56 MB

50. Overriding Methods.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/50. Overriding Methods.vtt

6.61 KB

51. Creating and Importing from a Module.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/51. Creating and Importing from a Module.mp4

41.38 MB

51. Creating and Importing from a Module.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/51. Creating and Importing from a Module.vtt

6 KB

52. The Object Class - Overview.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/52. The Object Class - Overview.mp4

79.06 MB

52. The Object Class - Overview.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/52. The Object Class - Overview.vtt

9.97 KB

53. The Python Standard Library.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/53. The Python Standard Library.mp4

24.27 MB

53. The Python Standard Library.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/53. The Python Standard Library.vtt

1.73 KB

54. Random Module - Random Fruit Hands-on.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/54. Random Module - Random Fruit Hands-on.mp4

39.59 MB

54. Random Module - Random Fruit Hands-on.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/54. Random Module - Random Fruit Hands-on.vtt

7.91 KB

55. Hands-on - Random Fruit with Choice Module Method.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/55. Hands-on - Random Fruit with Choice Module Method.mp4

28.65 MB

55. Hands-on - Random Fruit with Choice Module Method.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/55. Hands-on - Random Fruit with Choice Module Method.vtt

4.96 KB

56. Using Datetime Module.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/56. Using Datetime Module.mp4

47.12 MB

56. Using Datetime Module.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/56. Using Datetime Module.vtt

7.8 KB

57. Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/57. Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.mp4

11.98 MB

57. Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/57. Writing & Reading Files - Do Useful Tasks with Python - Do amazing things.vtt

840 Bytes

58. The Path Class & Reading a Text File.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/58. The Path Class & Reading a Text File.mp4

24.61 MB

58. The Path Class & Reading a Text File.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/58. The Path Class & Reading a Text File.vtt

6.17 KB

59. Resolving Path - Reading From a Subdirectory with Path.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/59. Resolving Path - Reading From a Subdirectory with Path.mp4

13.8 MB

59. Resolving Path - Reading From a Subdirectory with Path.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/59. Resolving Path - Reading From a Subdirectory with Path.vtt

3.17 KB

6. Python f-Strings.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/6. Python f-Strings.mp4

23.39 MB

6. Python f-Strings.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/6. Python f-Strings.vtt

4.04 KB

60. Path Properties Overview.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/60. Path Properties Overview.mp4

25.02 MB

60. Path Properties Overview.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/60. Path Properties Overview.vtt

3.85 KB

61. Writing to Text file with Path.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/61. Writing to Text file with Path.mp4

16.1 MB

61. Writing to Text file with Path.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/61. Writing to Text file with Path.vtt

3.14 KB

62. Read and Write to File Using the with Keyword.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/62. Read and Write to File Using the with Keyword.mp4

25.6 MB

62. Read and Write to File Using the with Keyword.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/62. Read and Write to File Using the with Keyword.vtt

5.5 KB

63. Handling Exceptions.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/63. Handling Exceptions.mp4

31.43 MB

63. Handling Exceptions.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/63. Handling Exceptions.vtt

6.47 KB

64. The FileNotFound and IndexError Exceptions Types.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/64. The FileNotFound and IndexError Exceptions Types.mp4

25.74 MB

64. The FileNotFound and IndexError Exceptions Types.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/64. The FileNotFound and IndexError Exceptions Types.vtt

4.04 KB

65. Custom Exception Creation and handling.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/65. Custom Exception Creation and handling.mp4

58.09 MB

65. Custom Exception Creation and handling.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/65. Custom Exception Creation and handling.vtt

9.4 KB

66. JSON - Reading and Writing to a JSON File.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/66. JSON - Reading and Writing to a JSON File.mp4

47.88 MB

66. JSON - Reading and Writing to a JSON File.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/66. JSON - Reading and Writing to a JSON File.vtt

8.35 KB

67. Hands-on - Writing and Reading - Countries to JSON file.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/67. Hands-on - Writing and Reading - Countries to JSON file.mp4

62.91 MB

67. Hands-on - Writing and Reading - Countries to JSON file.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/67. Hands-on - Writing and Reading - Countries to JSON file.vtt

9.48 KB

68. Hands-on - File Organizer.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/68. Hands-on - File Organizer.mp4

102.59 MB

68. Hands-on - File Organizer.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/68. Hands-on - File Organizer.vtt

16.44 KB

69. Python Virtual Environment and PIP.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/69. Python Virtual Environment and PIP.mp4

70.73 MB

69. Python Virtual Environment and PIP.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/69. Python Virtual Environment and PIP.vtt

4.34 KB

7. Numbers - Integers and Floats.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/7. Numbers - Integers and Floats.mp4

21.35 MB

7. Numbers - Integers and Floats.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/7. Numbers - Integers and Floats.vtt

3.93 KB

70. Setting up Virtual Environment and Installing a Package.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/70. Setting up Virtual Environment and Installing a Package.mp4

48.29 MB

70. Setting up Virtual Environment and Installing a Package.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/70. Setting up Virtual Environment and Installing a Package.vtt

8.58 KB

71. Hands-on Watermarker Python Tool.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/71. Hands-on Watermarker Python Tool.mp4

18.65 MB

71. Hands-on Watermarker Python Tool.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/71. Hands-on Watermarker Python Tool.vtt

1.36 KB

72. Building an Image Watermarker in Python - Part 1.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/72. Building an Image Watermarker in Python - Part 1.mp4

130.31 MB

72. Building an Image Watermarker in Python - Part 1.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/72. Building an Image Watermarker in Python - Part 1.vtt

21.32 KB

73. Generating the Watermarked Images.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/73. Generating the Watermarked Images.mp4

112.25 MB

73. Generating the Watermarked Images.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/73. Generating the Watermarked Images.vtt

13.67 KB

74. Reading CSV File - Introduction.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/74. Reading CSV File - Introduction.mp4

48.81 MB

74. Reading CSV File - Introduction.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/74. Reading CSV File - Introduction.vtt

7.18 KB

75. Getting the CSV header Position.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/75. Getting the CSV header Position.mp4

38.83 MB

75. Getting the CSV header Position.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/75. Getting the CSV header Position.vtt

5.88 KB

76. Reading Data from a CSV Column.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/76. Reading Data from a CSV Column.mp4

31.1 MB

76. Reading Data from a CSV Column.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/76. Reading Data from a CSV Column.vtt

4.16 KB

77. Plotting a Graph with CSV Data.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/77. Plotting a Graph with CSV Data.mp4

118.53 MB

77. Plotting a Graph with CSV Data.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/77. Plotting a Graph with CSV Data.vtt

14.17 KB

8. Introduction to Lists - Accessing and Modifying Them.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/8. Introduction to Lists - Accessing and Modifying Them.mp4

42.43 MB

8. Introduction to Lists - Accessing and Modifying Them.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/8. Introduction to Lists - Accessing and Modifying Them.vtt

8.76 KB

9. f-Strings & Individual Values from a List.mp4

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/9. f-Strings & Individual Values from a List.mp4

22.52 MB

9. f-Strings & Individual Values from a List.vtt

05. OPTIONAL - Python Deep Dive - Master Python Fundamentals/9. f-Strings & Individual Values from a List.vtt

3.78 KB

06. Deep and Machine Learning Deep Dive

20 files • 644.27 MB

1. Deep and Machine Learning Deep Dive - Overview and Breakdown.mp4

06. Deep and Machine Learning Deep Dive/1. Deep and Machine Learning Deep Dive - Overview and Breakdown.mp4

100.54 MB

1. Deep and Machine Learning Deep Dive - Overview and Breakdown.vtt

06. Deep and Machine Learning Deep Dive/1. Deep and Machine Learning Deep Dive - Overview and Breakdown.vtt

12.1 KB

10. Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.mp4

06. Deep and Machine Learning Deep Dive/10. Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.mp4

47.41 MB

10. Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.vtt

06. Deep and Machine Learning Deep Dive/10. Comparative Capabilities Deep Learning and Machine Learning and AI - Summary.vtt

5.51 KB

2. Deep Learning Key Aspects.mp4

06. Deep and Machine Learning Deep Dive/2. Deep Learning Key Aspects.mp4

109.43 MB

2. Deep Learning Key Aspects.vtt

06. Deep and Machine Learning Deep Dive/2. Deep Learning Key Aspects.vtt

14.06 KB

3. Deep Neural Network Dissection - Full Dive with Analogies.mp4

06. Deep and Machine Learning Deep Dive/3. Deep Neural Network Dissection - Full Dive with Analogies.mp4

101.4 MB

3. Deep Neural Network Dissection - Full Dive with Analogies.vtt

06. Deep and Machine Learning Deep Dive/3. Deep Neural Network Dissection - Full Dive with Analogies.vtt

12.37 KB

4. The Single Neuron Computation - Deep Dive.mp4

06. Deep and Machine Learning Deep Dive/4. The Single Neuron Computation - Deep Dive.mp4

59.83 MB

4. The Single Neuron Computation - Deep Dive.vtt

06. Deep and Machine Learning Deep Dive/4. The Single Neuron Computation - Deep Dive.vtt

7.11 KB

5. Wights - Deep Dive.mp4

06. Deep and Machine Learning Deep Dive/5. Wights - Deep Dive.mp4

30.43 MB

5. Wights - Deep Dive.vtt

06. Deep and Machine Learning Deep Dive/5. Wights - Deep Dive.vtt

3.59 KB

6. Activation Functions - Deep Dive with Analogies.mp4

06. Deep and Machine Learning Deep Dive/6. Activation Functions - Deep Dive with Analogies.mp4

65.55 MB

6. Activation Functions - Deep Dive with Analogies.vtt

06. Deep and Machine Learning Deep Dive/6. Activation Functions - Deep Dive with Analogies.vtt

8.38 KB

7. Deep Learning Summary.mp4

06. Deep and Machine Learning Deep Dive/7. Deep Learning Summary.mp4

19.47 MB

7. Deep Learning Summary.vtt

06. Deep and Machine Learning Deep Dive/7. Deep Learning Summary.vtt

2.43 KB

8. Machine Learning Introduction - Machine Learning vs. Deep Learning.mp4

06. Deep and Machine Learning Deep Dive/8. Machine Learning Introduction - Machine Learning vs. Deep Learning.mp4

50.5 MB

8. Machine Learning Introduction - Machine Learning vs. Deep Learning.vtt

06. Deep and Machine Learning Deep Dive/8. Machine Learning Introduction - Machine Learning vs. Deep Learning.vtt

5.97 KB

9. Learning Types - Education System Analogy.mp4

06. Deep and Machine Learning Deep Dive/9. Learning Types - Education System Analogy.mp4

59.62 MB

9. Learning Types - Education System Analogy.vtt

06. Deep and Machine Learning Deep Dive/9. Learning Types - Education System Analogy.vtt

7.22 KB

07. Generative AI (GenAI) - Deep Dive

6 files • 128.33 MB

1. GenAI Introduction and Architecture Overview.mp4

07. Generative AI (GenAI) - Deep Dive/1. GenAI Introduction and Architecture Overview.mp4

48.75 MB

1. GenAI Introduction and Architecture Overview.vtt

07. Generative AI (GenAI) - Deep Dive/1. GenAI Introduction and Architecture Overview.vtt

5.65 KB

2. GenAI Key Technologies - Limitations and challenges.mp4

07. Generative AI (GenAI) - Deep Dive/2. GenAI Key Technologies - Limitations and challenges.mp4

57.69 MB

2. GenAI Key Technologies - Limitations and challenges.vtt

07. Generative AI (GenAI) - Deep Dive/2. GenAI Key Technologies - Limitations and challenges.vtt

6.95 KB

3. GenAI Key Components Overview and Summary.mp4

07. Generative AI (GenAI) - Deep Dive/3. GenAI Key Components Overview and Summary.mp4

21.88 MB

3. GenAI Key Components Overview and Summary.vtt

07. Generative AI (GenAI) - Deep Dive/3. GenAI Key Components Overview and Summary.vtt

2.19 KB

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive

14 files • 526.55 MB

1. LLMs - Overview.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/1. LLMs - Overview.mp4

75.5 MB

1. LLMs - Overview.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/1. LLMs - Overview.vtt

8.65 KB

2. The Transformer Architecture - Fundamentals.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/2. The Transformer Architecture - Fundamentals.mp4

74.84 MB

2. The Transformer Architecture - Fundamentals.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/2. The Transformer Architecture - Fundamentals.vtt

9.31 KB

3. The Self-Attention Mechanism - Analogy.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/3. The Self-Attention Mechanism - Analogy.mp4

54.86 MB

3. The Self-Attention Mechanism - Analogy.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/3. The Self-Attention Mechanism - Analogy.vtt

6.42 KB

4. The Transformers Library - Deep Dive.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/4. The Transformers Library - Deep Dive.mp4

43.44 MB

4. The Transformers Library - Deep Dive.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/4. The Transformers Library - Deep Dive.vtt

5.37 KB

5. HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/5. HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.mp4

135.86 MB

5. HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/5. HANDS-ON - Create a Simple LLM from the Transformers Library - Simple.vtt

12.26 KB

6. HANDS-ON - Hands-on Enhanced Transformers LLM.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/6. HANDS-ON - Hands-on Enhanced Transformers LLM.mp4

93.74 MB

6. HANDS-ON - Hands-on Enhanced Transformers LLM.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/6. HANDS-ON - Hands-on Enhanced Transformers LLM.vtt

14.39 KB

7. Open-source vs. Closed-source Models - Overview.mp4

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/7. Open-source vs. Closed-source Models - Overview.mp4

48.24 MB

7. Open-source vs. Closed-source Models - Overview.vtt

08. LLMs (Large Language Models) - Fundamentals - A Deep Dive/7. Open-source vs. Closed-source Models - Overview.vtt

5.81 KB

09. OpenAI Models and Setup

6 files • 152.24 MB

1. Setup OpenAI Account and API Key.mp4

09. OpenAI Models and Setup/1. Setup OpenAI Account and API Key.mp4

45.49 MB

1. Setup OpenAI Account and API Key.vtt

09. OpenAI Models and Setup/1. Setup OpenAI Account and API Key.vtt

6.61 KB

2. Using APIs Effectively in AI Projects.mp4

09. OpenAI Models and Setup/2. Using APIs Effectively in AI Projects.mp4

48.91 MB

2. Using APIs Effectively in AI Projects.vtt

09. OpenAI Models and Setup/2. Using APIs Effectively in AI Projects.vtt

4.09 KB

3. HANDS-ON - Making our First Call to OpenAI Model.mp4

09. OpenAI Models and Setup/3. HANDS-ON - Making our First Call to OpenAI Model.mp4

57.82 MB

3. HANDS-ON - Making our First Call to OpenAI Model.vtt

09. OpenAI Models and Setup/3. HANDS-ON - Making our First Call to OpenAI Model.vtt

9.31 KB

10. Prompt Engineering - Communicating with LLMs - Deep Dive

24 files • 405.36 MB

1. Prompt Engineering Introduction.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/1. Prompt Engineering Introduction.mp4

25.24 MB

1. Prompt Engineering Introduction.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/1. Prompt Engineering Introduction.vtt

4.91 KB

10. Temperature and Top-p Sampling.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/10. Temperature and Top-p Sampling.mp4

29.47 MB

10. Temperature and Top-p Sampling.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/10. Temperature and Top-p Sampling.vtt

5.25 KB

11. HANDS-ON - Prompt Techniques Combination and Streaming.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/11. HANDS-ON - Prompt Techniques Combination and Streaming.mp4

44.29 MB

11. HANDS-ON - Prompt Techniques Combination and Streaming.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/11. HANDS-ON - Prompt Techniques Combination and Streaming.vtt

5.56 KB

12. Prompt Engineering Summary and Takeaways.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/12. Prompt Engineering Summary and Takeaways.mp4

16.7 MB

12. Prompt Engineering Summary and Takeaways.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/12. Prompt Engineering Summary and Takeaways.vtt

2.65 KB

2. Prompt Engineering and Types - Why it Matters.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/2. Prompt Engineering and Types - Why it Matters.mp4

54.82 MB

2. Prompt Engineering and Types - Why it Matters.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/2. Prompt Engineering and Types - Why it Matters.vtt

10.14 KB

3. HANDS-ON - Simple Prompting Example.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/3. HANDS-ON - Simple Prompting Example.mp4

35.7 MB

3. HANDS-ON - Simple Prompting Example.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/3. HANDS-ON - Simple Prompting Example.vtt

6.34 KB

4. Advanced Prompting Techniques and Challenges.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/4. Advanced Prompting Techniques and Challenges.mp4

51.82 MB

4. Advanced Prompting Techniques and Challenges.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/4. Advanced Prompting Techniques and Challenges.vtt

10.27 KB

5. HANDS-ON - Few-shots Prompting.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/5. HANDS-ON - Few-shots Prompting.mp4

44.93 MB

5. HANDS-ON - Few-shots Prompting.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/5. HANDS-ON - Few-shots Prompting.vtt

6.37 KB

6. HANDS-ON - Zero-shot Prompting.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/6. HANDS-ON - Zero-shot Prompting.mp4

17.7 MB

6. HANDS-ON - Zero-shot Prompting.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/6. HANDS-ON - Zero-shot Prompting.vtt

3.11 KB

7. HANDS-ON -Chain-of-Thoughts Prompting.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/7. HANDS-ON -Chain-of-Thoughts Prompting.mp4

22.39 MB

7. HANDS-ON -Chain-of-Thoughts Prompting.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/7. HANDS-ON -Chain-of-Thoughts Prompting.vtt

3.69 KB

8. HANDS-ON - Instructional Prompting.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/8. HANDS-ON - Instructional Prompting.mp4

29.38 MB

8. HANDS-ON - Instructional Prompting.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/8. HANDS-ON - Instructional Prompting.vtt

3.53 KB

9. HANDS-ON - Role-Playing and Open-ended Prompting.mp4

10. Prompt Engineering - Communicating with LLMs - Deep Dive/9. HANDS-ON - Role-Playing and Open-ended Prompting.mp4

32.85 MB

9. HANDS-ON - Role-Playing and Open-ended Prompting.vtt

10. Prompt Engineering - Communicating with LLMs - Deep Dive/9. HANDS-ON - Role-Playing and Open-ended Prompting.vtt

4.06 KB

11. Ollama & Open-Source Models - Complete Guide

46 files • 978.35 MB

1. Ollama - Introduction.mp4

11. Ollama & Open-Source Models - Complete Guide/1. Ollama - Introduction.mp4

34.87 MB

1. Ollama - Introduction.vtt

11. Ollama & Open-Source Models - Complete Guide/1. Ollama - Introduction.vtt

2.3 KB

10. Ollama CLI Commands -Pull and Testing a Model.mp4

11. Ollama & Open-Source Models - Complete Guide/10. Ollama CLI Commands -Pull and Testing a Model.mp4

22.72 MB

10. Ollama CLI Commands -Pull and Testing a Model.vtt

11. Ollama & Open-Source Models - Complete Guide/10. Ollama CLI Commands -Pull and Testing a Model.vtt

4.76 KB

11. Pull in the Llava Multimodal Model and Caption an Image.mp4

11. Ollama & Open-Source Models - Complete Guide/11. Pull in the Llava Multimodal Model and Caption an Image.mp4

45.39 MB

11. Pull in the Llava Multimodal Model and Caption an Image.vtt

11. Ollama & Open-Source Models - Complete Guide/11. Pull in the Llava Multimodal Model and Caption an Image.vtt

6.19 KB

12. Summarization and Sentiment Analysis & Customizing Our Model.mp4

11. Ollama & Open-Source Models - Complete Guide/12. Summarization and Sentiment Analysis & Customizing Our Model.mp4

50.58 MB

12. Summarization and Sentiment Analysis & Customizing Our Model.vtt

11. Ollama & Open-Source Models - Complete Guide/12. Summarization and Sentiment Analysis & Customizing Our Model.vtt

8.92 KB

13. Ollama REST API - Generate and Chat Endpoints.mp4

11. Ollama & Open-Source Models - Complete Guide/13. Ollama REST API - Generate and Chat Endpoints.mp4

37.37 MB

13. Ollama REST API - Generate and Chat Endpoints.vtt

11. Ollama & Open-Source Models - Complete Guide/13. Ollama REST API - Generate and Chat Endpoints.vtt

6.13 KB

14. Ollama REST API - Request JSON Mode.mp4

11. Ollama & Open-Source Models - Complete Guide/14. Ollama REST API - Request JSON Mode.mp4

24.68 MB

14. Ollama REST API - Request JSON Mode.vtt

11. Ollama & Open-Source Models - Complete Guide/14. Ollama REST API - Request JSON Mode.vtt

3.56 KB

15. Ollama Models Support Different Tasks - Summary.mp4

11. Ollama & Open-Source Models - Complete Guide/15. Ollama Models Support Different Tasks - Summary.mp4

20.02 MB

15. Ollama Models Support Different Tasks - Summary.vtt

11. Ollama & Open-Source Models - Complete Guide/15. Ollama Models Support Different Tasks - Summary.vtt

1.3 KB

16. Different Ways to Interact with Ollama Models.mp4

11. Ollama & Open-Source Models - Complete Guide/16. Different Ways to Interact with Ollama Models.mp4

36.33 MB

16. Different Ways to Interact with Ollama Models.vtt

11. Ollama & Open-Source Models - Complete Guide/16. Different Ways to Interact with Ollama Models.vtt

2.34 KB

17. Ollama Model Running Under Msty App.mp4

11. Ollama & Open-Source Models - Complete Guide/17. Ollama Model Running Under Msty App.mp4

92.28 MB

17. Ollama Model Running Under Msty App.vtt

11. Ollama & Open-Source Models - Complete Guide/17. Ollama Model Running Under Msty App.vtt

13.71 KB

18. Ollama Python SDK for Building LLM Local Applications.mp4

11. Ollama & Open-Source Models - Complete Guide/18. Ollama Python SDK for Building LLM Local Applications.mp4

44.24 MB

18. Ollama Python SDK for Building LLM Local Applications.vtt

11. Ollama & Open-Source Models - Complete Guide/18. Ollama Python SDK for Building LLM Local Applications.vtt

2.94 KB

19. HANDS-ON - Interact with Llama3 in Python Using Ollama REST API.mp4

11. Ollama & Open-Source Models - Complete Guide/19. HANDS-ON - Interact with Llama3 in Python Using Ollama REST API.mp4

35.69 MB

19. HANDS-ON - Interact with Llama3 in Python Using Ollama REST API.vtt

11. Ollama & Open-Source Models - Complete Guide/19. HANDS-ON - Interact with Llama3 in Python Using Ollama REST API.vtt

6.47 KB

2. 2024-10-18_20-59-47-a51a04c268e98835e7d5b9e74f9dc600.png

11. Ollama & Open-Source Models - Complete Guide/2. 2024-10-18_20-59-47-a51a04c268e98835e7d5b9e74f9dc600.png

127.58 KB

2. Download Source Code and Resources.html

11. Ollama & Open-Source Models - Complete Guide/2. Download Source Code and Resources.html

427 Bytes

20. Ollama Python Library - Chatting with a Model.mp4

11. Ollama & Open-Source Models - Complete Guide/20. Ollama Python Library - Chatting with a Model.mp4

52.97 MB

20. Ollama Python Library - Chatting with a Model.vtt

11. Ollama & Open-Source Models - Complete Guide/20. Ollama Python Library - Chatting with a Model.vtt

6.95 KB

21. Chat Example with Streaming.mp4

11. Ollama & Open-Source Models - Complete Guide/21. Chat Example with Streaming.mp4

13.38 MB

21. Chat Example with Streaming.vtt

11. Ollama & Open-Source Models - Complete Guide/21. Chat Example with Streaming.vtt

2 KB

22. Using Ollama Show Function.mp4

11. Ollama & Open-Source Models - Complete Guide/22. Using Ollama Show Function.mp4

16.3 MB

22. Using Ollama Show Function.vtt

11. Ollama & Open-Source Models - Complete Guide/22. Using Ollama Show Function.vtt

2.26 KB

23. Create a Custom Model in Code.mp4

11. Ollama & Open-Source Models - Complete Guide/23. Create a Custom Model in Code.mp4

30.58 MB

23. Create a Custom Model in Code.vtt

11. Ollama & Open-Source Models - Complete Guide/23. Create a Custom Model in Code.vtt

4.31 KB

3. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.mp4

11. Ollama & Open-Source Models - Complete Guide/3. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.mp4

112.36 MB

3. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.vtt

11. Ollama & Open-Source Models - Complete Guide/3. Ollama Deep Dive - Ollama Overview - What is Ollama and Advantages.vtt

7.2 KB

4. Ollama Key Features and Use Cases.mp4

11. Ollama & Open-Source Models - Complete Guide/4. Ollama Key Features and Use Cases.mp4

74.96 MB

4. Ollama Key Features and Use Cases.vtt

11. Ollama & Open-Source Models - Complete Guide/4. Ollama Key Features and Use Cases.vtt

4.87 KB

5. System Requirements & Ollama Setup - Overview.mp4

11. Ollama & Open-Source Models - Complete Guide/5. System Requirements & Ollama Setup - Overview.mp4

17.28 MB

5. System Requirements & Ollama Setup - Overview.vtt

11. Ollama & Open-Source Models - Complete Guide/5. System Requirements & Ollama Setup - Overview.vtt

1.3 KB

6. HANDS-ON - Download and Setup Ollama and Llama3.2 Model.mp4

11. Ollama & Open-Source Models - Complete Guide/6. HANDS-ON - Download and Setup Ollama and Llama3.2 Model.mp4

45.76 MB

6. HANDS-ON - Download and Setup Ollama and Llama3.2 Model.vtt

11. Ollama & Open-Source Models - Complete Guide/6. HANDS-ON - Download and Setup Ollama and Llama3.2 Model.vtt

10.89 KB

7. Ollama Models Page - Overview.mp4

11. Ollama & Open-Source Models - Complete Guide/7. Ollama Models Page - Overview.mp4

42.42 MB

7. Ollama Models Page - Overview.vtt

11. Ollama & Open-Source Models - Complete Guide/7. Ollama Models Page - Overview.vtt

8.76 KB

8. Ollama Model Parameters Deep Dive.mp4

11. Ollama & Open-Source Models - Complete Guide/8. Ollama Model Parameters Deep Dive.mp4

103.76 MB

8. Ollama Model Parameters Deep Dive.vtt

11. Ollama & Open-Source Models - Complete Guide/8. Ollama Model Parameters Deep Dive.vtt

7.29 KB

9. Understanding Parameters and Disk Size and Computational Resources Needed.mp4

11. Ollama & Open-Source Models - Complete Guide/9. Understanding Parameters and Disk Size and Computational Resources Needed.mp4

24.15 MB

9. Understanding Parameters and Disk Size and Computational Resources Needed.vtt

11. Ollama & Open-Source Models - Complete Guide/9. Understanding Parameters and Disk Size and Computational Resources Needed.vtt

3.52 KB

12. Context & Memory Management for LLMs - Deep Dive

8 files • 426.88 MB

1. HANDS-ON - Context and Memory Management Overview.mp4

12. Context & Memory Management for LLMs - Deep Dive/1. HANDS-ON - Context and Memory Management Overview.mp4

97.13 MB

1. HANDS-ON - Context and Memory Management Overview.vtt

12. Context & Memory Management for LLMs - Deep Dive/1. HANDS-ON - Context and Memory Management Overview.vtt

11.21 KB

2. What is Context and Memory Management - Deep Dive.mp4

12. Context & Memory Management for LLMs - Deep Dive/2. What is Context and Memory Management - Deep Dive.mp4

143.84 MB

2. What is Context and Memory Management - Deep Dive.vtt

12. Context & Memory Management for LLMs - Deep Dive/2. What is Context and Memory Management - Deep Dive.vtt

12.32 KB

3. HANDS-ON - Adding Memory and Context to Chatbox.mp4

12. Context & Memory Management for LLMs - Deep Dive/3. HANDS-ON - Adding Memory and Context to Chatbox.mp4

170.42 MB

3. HANDS-ON - Adding Memory and Context to Chatbox.vtt

12. Context & Memory Management for LLMs - Deep Dive/3. HANDS-ON - Adding Memory and Context to Chatbox.vtt

24.22 KB

4. Summary.mp4

12. Context & Memory Management for LLMs - Deep Dive/4. Summary.mp4

15.45 MB

4. Summary.vtt

12. Context & Memory Management for LLMs - Deep Dive/4. Summary.vtt

1.18 KB

13. Logging in LLM Applications - Deep Dive

8 files • 293.2 MB

1. Logging - Introduction - What and the Why.mp4

13. Logging in LLM Applications - Deep Dive/1. Logging - Introduction - What and the Why.mp4

30.87 MB

1. Logging - Introduction - What and the Why.vtt

13. Logging in LLM Applications - Deep Dive/1. Logging - Introduction - What and the Why.vtt

4.77 KB

2. Logging in LLM Applications and Logging Life Cycle.mp4

13. Logging in LLM Applications - Deep Dive/2. Logging in LLM Applications and Logging Life Cycle.mp4

79.26 MB

2. Logging in LLM Applications and Logging Life Cycle.vtt

13. Logging in LLM Applications - Deep Dive/2. Logging in LLM Applications and Logging Life Cycle.vtt

6.84 KB

3. HANDS-ON - Chatbot with Logging.mp4

13. Logging in LLM Applications - Deep Dive/3. HANDS-ON - Chatbot with Logging.mp4

169.33 MB

3. HANDS-ON - Chatbot with Logging.vtt

13. Logging in LLM Applications - Deep Dive/3. HANDS-ON - Chatbot with Logging.vtt

21.59 KB

4. Summary.mp4

13. Logging in LLM Applications - Deep Dive/4. Summary.mp4

13.7 MB

4. Summary.vtt

13. Logging in LLM Applications - Deep Dive/4. Summary.vtt

1010 Bytes

14. RAG - Retrieval-Augmented Generation - Deep Dive

14 files • 246.13 MB

1. RAG Introduction - What is it.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/1. RAG Introduction - What is it.mp4

19.13 MB

1. RAG Introduction - What is it.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/1. RAG Introduction - What is it.vtt

3.53 KB

2. RAG Key Components - The RAG Triad.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/2. RAG Key Components - The RAG Triad.mp4

24.52 MB

2. RAG Key Components - The RAG Triad.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/2. RAG Key Components - The RAG Triad.vtt

4.2 KB

3. RAG vs. Pure GenAI Models.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/3. RAG vs. Pure GenAI Models.mp4

28.85 MB

3. RAG vs. Pure GenAI Models.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/3. RAG vs. Pure GenAI Models.vtt

2.22 KB

4. RAG Deep Dive - Full Diagram Walkthrough.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/4. RAG Deep Dive - Full Diagram Walkthrough.mp4

71.65 MB

4. RAG Deep Dive - Full Diagram Walkthrough.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/4. RAG Deep Dive - Full Diagram Walkthrough.vtt

6.36 KB

5. RAG Benefits and Practical Applications.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/5. RAG Benefits and Practical Applications.mp4

59.84 MB

5. RAG Benefits and Practical Applications.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/5. RAG Benefits and Practical Applications.vtt

5.82 KB

6. RAG Challenges.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/6. RAG Challenges.mp4

15.72 MB

6. RAG Challenges.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/6. RAG Challenges.vtt

1.51 KB

7. RAG Fundamentals - Takeaways - Summary.mp4

14. RAG - Retrieval-Augmented Generation - Deep Dive/7. RAG Fundamentals - Takeaways - Summary.mp4

26.4 MB

7. RAG Fundamentals - Takeaways - Summary.vtt

14. RAG - Retrieval-Augmented Generation - Deep Dive/7. RAG Fundamentals - Takeaways - Summary.vtt

2.35 KB

15. Vector Databases and Embeddings - Deep Dive

65 files • 2.18 GB

1. Vector Databases and Embeddings for RAG Workflows - Introduction.mp4

15. Vector Databases and Embeddings - Deep Dive/1. Vector Databases and Embeddings for RAG Workflows - Introduction.mp4

12.64 MB

1. Vector Databases and Embeddings for RAG Workflows - Introduction.vtt

15. Vector Databases and Embeddings - Deep Dive/1. Vector Databases and Embeddings for RAG Workflows - Introduction.vtt

966 Bytes

10. Vector Databases Use Cases.mp4

15. Vector Databases and Embeddings - Deep Dive/10. Vector Databases Use Cases.mp4

101 MB

10. Vector Databases Use Cases.vtt

15. Vector Databases and Embeddings - Deep Dive/10. Vector Databases Use Cases.vtt

7.07 KB

11. Vector and Traditional Databases - Summary.mp4

15. Vector Databases and Embeddings - Deep Dive/11. Vector and Traditional Databases - Summary.mp4

9.87 MB

11. Vector and Traditional Databases - Summary.vtt

15. Vector Databases and Embeddings - Deep Dive/11. Vector and Traditional Databases - Summary.vtt

752 Bytes

12. The Top 5 Vector Databases - Overview.mp4

15. Vector Databases and Embeddings - Deep Dive/12. The Top 5 Vector Databases - Overview.mp4

142.55 MB

12. The Top 5 Vector Databases - Overview.vtt

15. Vector Databases and Embeddings - Deep Dive/12. The Top 5 Vector Databases - Overview.vtt

10.13 KB

13. Building Vector Databases - Dev Environment Setup.mp4

15. Vector Databases and Embeddings - Deep Dive/13. Building Vector Databases - Dev Environment Setup.mp4

18.25 MB

13. Building Vector Databases - Dev Environment Setup.vtt

15. Vector Databases and Embeddings - Deep Dive/13. Building Vector Databases - Dev Environment Setup.vtt

1.43 KB

14. Setup VS-Code, Python and OpenAI API Key.mp4

15. Vector Databases and Embeddings - Deep Dive/14. Setup VS-Code, Python and OpenAI API Key.mp4

45.85 MB

14. Setup VS-Code, Python and OpenAI API Key.vtt

15. Vector Databases and Embeddings - Deep Dive/14. Setup VS-Code, Python and OpenAI API Key.vtt

6.69 KB

15. Chroma Database workflow.mp4

15. Vector Databases and Embeddings - Deep Dive/15. Chroma Database workflow.mp4

126.82 MB

15. Chroma Database workflow.vtt

15. Vector Databases and Embeddings - Deep Dive/15. Chroma Database workflow.vtt

9.7 KB

16. Creating a ChromaDB and Adding Documents and Querying.mp4

15. Vector Databases and Embeddings - Deep Dive/16. Creating a ChromaDB and Adding Documents and Querying.mp4

70.39 MB

16. Creating a ChromaDB and Adding Documents and Querying.vtt

15. Vector Databases and Embeddings - Deep Dive/16. Creating a ChromaDB and Adding Documents and Querying.vtt

13.07 KB

17. Looping Through the Results & Showing Similarity Search Results.mp4

15. Vector Databases and Embeddings - Deep Dive/17. Looping Through the Results & Showing Similarity Search Results.mp4

54.65 MB

17. Looping Through the Results & Showing Similarity Search Results.vtt

15. Vector Databases and Embeddings - Deep Dive/17. Looping Through the Results & Showing Similarity Search Results.vtt

6.85 KB

18. Chroma Default Embedding Function.mp4

15. Vector Databases and Embeddings - Deep Dive/18. Chroma Default Embedding Function.mp4

55.93 MB

18. Chroma Default Embedding Function.vtt

15. Vector Databases and Embeddings - Deep Dive/18. Chroma Default Embedding Function.vtt

7.25 KB

19. Chroma Vector Database - Persisting Data and Saving.mp4

15. Vector Databases and Embeddings - Deep Dive/19. Chroma Vector Database - Persisting Data and Saving.mp4

86.1 MB

19. Chroma Vector Database - Persisting Data and Saving.vtt

15. Vector Databases and Embeddings - Deep Dive/19. Chroma Vector Database - Persisting Data and Saving.vtt

12.95 KB

2. Download Source code.html

15. Vector Databases and Embeddings - Deep Dive/2. Download Source code.html

457 Bytes

20. Creating an OpenAI Embeddings - Raw without Chroma.mp4

15. Vector Databases and Embeddings - Deep Dive/20. Creating an OpenAI Embeddings - Raw without Chroma.mp4

74.3 MB

20. Creating an OpenAI Embeddings - Raw without Chroma.vtt

15. Vector Databases and Embeddings - Deep Dive/20. Creating an OpenAI Embeddings - Raw without Chroma.vtt

8.79 KB

21. Using OpenAIs Embedding API to Create Embedding in ChromaDB.mp4

15. Vector Databases and Embeddings - Deep Dive/21. Using OpenAIs Embedding API to Create Embedding in ChromaDB.mp4

97.23 MB

21. Using OpenAIs Embedding API to Create Embedding in ChromaDB.vtt

15. Vector Databases and Embeddings - Deep Dive/21. Using OpenAIs Embedding API to Create Embedding in ChromaDB.vtt

10.71 KB

22. Vector Databases Metrics and Data Structures.mp4

15. Vector Databases and Embeddings - Deep Dive/22. Vector Databases Metrics and Data Structures.mp4

73.25 MB

22. Vector Databases Metrics and Data Structures.vtt

15. Vector Databases and Embeddings - Deep Dive/22. Vector Databases Metrics and Data Structures.vtt

5.2 KB

23. Summary.mp4

15. Vector Databases and Embeddings - Deep Dive/23. Summary.mp4

13.88 MB

23. Summary.vtt

15. Vector Databases and Embeddings - Deep Dive/23. Summary.vtt

991 Bytes

24. Vector Similarity Deep Dive - Cosine Similarity.mp4

15. Vector Databases and Embeddings - Deep Dive/24. Vector Similarity Deep Dive - Cosine Similarity.mp4

29.38 MB

24. Vector Similarity Deep Dive - Cosine Similarity.vtt

15. Vector Databases and Embeddings - Deep Dive/24. Vector Similarity Deep Dive - Cosine Similarity.vtt

10.17 KB

25. Eucledian Distance - L2 Norm.mp4

15. Vector Databases and Embeddings - Deep Dive/25. Eucledian Distance - L2 Norm.mp4

25.33 MB

25. Eucledian Distance - L2 Norm.vtt

15. Vector Databases and Embeddings - Deep Dive/25. Eucledian Distance - L2 Norm.vtt

1.9 KB

26. Dot Product.mp4

15. Vector Databases and Embeddings - Deep Dive/26. Dot Product.mp4

35.86 MB

26. Dot Product.vtt

15. Vector Databases and Embeddings - Deep Dive/26. Dot Product.vtt

2.51 KB

27. Summary.mp4

15. Vector Databases and Embeddings - Deep Dive/27. Summary.mp4

19.83 MB

27. Summary.vtt

15. Vector Databases and Embeddings - Deep Dive/27. Summary.vtt

1.34 KB

28. Vector Databases and LLM - Deep Dive.mp4

15. Vector Databases and Embeddings - Deep Dive/28. Vector Databases and LLM - Deep Dive.mp4

67.44 MB

28. Vector Databases and LLM - Deep Dive.vtt

15. Vector Databases and Embeddings - Deep Dive/28. Vector Databases and LLM - Deep Dive.vtt

4.93 KB

29. Loading all Documents.mp4

15. Vector Databases and Embeddings - Deep Dive/29. Loading all Documents.mp4

76.67 MB

29. Loading all Documents.vtt

15. Vector Databases and Embeddings - Deep Dive/29. Loading all Documents.vtt

10.24 KB

3. Introduction to Vector Databases - Full Overview.mp4

15. Vector Databases and Embeddings - Deep Dive/3. Introduction to Vector Databases - Full Overview.mp4

85.33 MB

3. Introduction to Vector Databases - Full Overview.vtt

15. Vector Databases and Embeddings - Deep Dive/3. Introduction to Vector Databases - Full Overview.vtt

6.35 KB

30. Generating Embeddings from Documents and Insert to Vector Database.mp4

15. Vector Databases and Embeddings - Deep Dive/30. Generating Embeddings from Documents and Insert to Vector Database.mp4

91.62 MB

30. Generating Embeddings from Documents and Insert to Vector Database.vtt

15. Vector Databases and Embeddings - Deep Dive/30. Generating Embeddings from Documents and Insert to Vector Database.vtt

10.81 KB

31. Getting the Relevant Chunks when Given a Query.mp4

15. Vector Databases and Embeddings - Deep Dive/31. Getting the Relevant Chunks when Given a Query.mp4

67.67 MB

31. Getting the Relevant Chunks when Given a Query.vtt

15. Vector Databases and Embeddings - Deep Dive/31. Getting the Relevant Chunks when Given a Query.vtt

7.56 KB

32. Using OpenAI LLM to Generate Response - Full Workflow.mp4

15. Vector Databases and Embeddings - Deep Dive/32. Using OpenAI LLM to Generate Response - Full Workflow.mp4

74.66 MB

32. Using OpenAI LLM to Generate Response - Full Workflow.vtt

15. Vector Databases and Embeddings - Deep Dive/32. Using OpenAI LLM to Generate Response - Full Workflow.vtt

8.7 KB

33. Summary.mp4

15. Vector Databases and Embeddings - Deep Dive/33. Summary.mp4

26.19 MB

33. Summary.vtt

15. Vector Databases and Embeddings - Deep Dive/33. Summary.vtt

1.92 KB

4. Why Vector Databases.mp4

15. Vector Databases and Embeddings - Deep Dive/4. Why Vector Databases.mp4

204.3 MB

4. Why Vector Databases.vtt

15. Vector Databases and Embeddings - Deep Dive/4. Why Vector Databases.vtt

13.65 KB

5. Vector Databases - Benefits and Advantages.mp4

15. Vector Databases and Embeddings - Deep Dive/5. Vector Databases - Benefits and Advantages.mp4

57.49 MB

5. Vector Databases - Benefits and Advantages.vtt

15. Vector Databases and Embeddings - Deep Dive/5. Vector Databases - Benefits and Advantages.vtt

3.84 KB

6. Traditional vs. Vector Databases - Limitations and challenges.mp4

15. Vector Databases and Embeddings - Deep Dive/6. Traditional vs. Vector Databases - Limitations and challenges.mp4

110.47 MB

6. Traditional vs. Vector Databases - Limitations and challenges.vtt

15. Vector Databases and Embeddings - Deep Dive/6. Traditional vs. Vector Databases - Limitations and challenges.vtt

7.44 KB

7. Vector Databases & Embeddings - Full Overview.mp4

15. Vector Databases and Embeddings - Deep Dive/7. Vector Databases & Embeddings - Full Overview.mp4

158.06 MB

7. Vector Databases & Embeddings - Full Overview.vtt

15. Vector Databases and Embeddings - Deep Dive/7. Vector Databases & Embeddings - Full Overview.vtt

10.62 KB

8. Embeddings vs. Vectors - Differences.mp4

15. Vector Databases and Embeddings - Deep Dive/8. Embeddings vs. Vectors - Differences.mp4

57.25 MB

8. Embeddings vs. Vectors - Differences.vtt

15. Vector Databases and Embeddings - Deep Dive/8. Embeddings vs. Vectors - Differences.vtt

3.93 KB

9. Vector Databases - How They Work and Advantages.mp4

15. Vector Databases and Embeddings - Deep Dive/9. Vector Databases - How They Work and Advantages.mp4

61.43 MB

9. Vector Databases - How They Work and Advantages.vtt

15. Vector Databases and Embeddings - Deep Dive/9. Vector Databases - How They Work and Advantages.vtt

4.29 KB

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive

12 files • 407.74 MB

1. Building a RAG Pipeline - Overview.mp4

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/1. Building a RAG Pipeline - Overview.mp4

9.57 MB

1. Building a RAG Pipeline - Overview.vtt

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/1. Building a RAG Pipeline - Overview.vtt

1.85 KB

2. First RAG Workflow Architectural Diagram.mp4

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/2. First RAG Workflow Architectural Diagram.mp4

58.8 MB

2. First RAG Workflow Architectural Diagram.vtt

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/2. First RAG Workflow Architectural Diagram.vtt

6.01 KB

3. Setting up the Embedding Model Class.mp4

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/3. Setting up the Embedding Model Class.mp4

75.59 MB

3. Setting up the Embedding Model Class.vtt

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/3. Setting up the Embedding Model Class.vtt

11.58 KB

4. HANDS-ON - Building and Showcasing the RAG Workflow.mp4

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/4. HANDS-ON - Building and Showcasing the RAG Workflow.mp4

143.05 MB

4. HANDS-ON - Building and Showcasing the RAG Workflow.vtt

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/4. HANDS-ON - Building and Showcasing the RAG Workflow.vtt

20.3 KB

5. HANDS-ON - RAG Workflow with UI - Streamlit.mp4

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/5. HANDS-ON - RAG Workflow with UI - Streamlit.mp4

88.73 MB

5. HANDS-ON - RAG Workflow with UI - Streamlit.vtt

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/5. HANDS-ON - RAG Workflow with UI - Streamlit.vtt

12.34 KB

6. First RAG Pipeline Summary.mp4

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/6. First RAG Pipeline Summary.mp4

31.93 MB

6. First RAG Pipeline Summary.vtt

16. HANDS-ON - RAG PDF Workflow - Build RAG Workflows Deep Dive/6. First RAG Pipeline Summary.vtt

3.84 KB

17. HANDS-ON - Build a PDF RAG System with Text Chunking

10 files • 428.39 MB

1. PDF RAG Workflow - Architecture Overview.mp4

17. HANDS-ON - Build a PDF RAG System with Text Chunking/1. PDF RAG Workflow - Architecture Overview.mp4

77.65 MB

1. PDF RAG Workflow - Architecture Overview.vtt

17. HANDS-ON - Build a PDF RAG System with Text Chunking/1. PDF RAG Workflow - Architecture Overview.vtt

6.15 KB

2. PDF and Chunk Processing and Chunk Overlap - Deep Dive.mp4

17. HANDS-ON - Build a PDF RAG System with Text Chunking/2. PDF and Chunk Processing and Chunk Overlap - Deep Dive.mp4

100.57 MB

2. PDF and Chunk Processing and Chunk Overlap - Deep Dive.vtt

17. HANDS-ON - Build a PDF RAG System with Text Chunking/2. PDF and Chunk Processing and Chunk Overlap - Deep Dive.vtt

14.09 KB

3. Setting up the SimpleRAGSystem Class and Methods.mp4

17. HANDS-ON - Build a PDF RAG System with Text Chunking/3. Setting up the SimpleRAGSystem Class and Methods.mp4

110.64 MB

3. Setting up the SimpleRAGSystem Class and Methods.vtt

17. HANDS-ON - Build a PDF RAG System with Text Chunking/3. Setting up the SimpleRAGSystem Class and Methods.vtt

14.38 KB

4. Testing the PDF RAG System.mp4

17. HANDS-ON - Build a PDF RAG System with Text Chunking/4. Testing the PDF RAG System.mp4

116.4 MB

4. Testing the PDF RAG System.vtt

17. HANDS-ON - Build a PDF RAG System with Text Chunking/4. Testing the PDF RAG System.vtt

16.97 KB

5. Simple PDF RAG Workflow - Summary.mp4

17. HANDS-ON - Build a PDF RAG System with Text Chunking/5. Simple PDF RAG Workflow - Summary.mp4

23.08 MB

5. Simple PDF RAG Workflow - Summary.vtt

17. HANDS-ON - Build a PDF RAG System with Text Chunking/5. Simple PDF RAG Workflow - Summary.vtt

2.77 KB

18. LLM Tools and Frameworks - LangChain Deep Dive

28 files • 884.24 MB

1. LLM Frameworks Introduction - LangChain Fundamentals.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/1. LLM Frameworks Introduction - LangChain Fundamentals.mp4

51.32 MB

1. LLM Frameworks Introduction - LangChain Fundamentals.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/1. LLM Frameworks Introduction - LangChain Fundamentals.vtt

4.01 KB

10. LangChain DirectoryLoader.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/10. LangChain DirectoryLoader.mp4

44.12 MB

10. LangChain DirectoryLoader.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/10. LangChain DirectoryLoader.vtt

6.7 KB

11. LangChain PDFLoader.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/11. LangChain PDFLoader.mp4

25.81 MB

11. LangChain PDFLoader.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/11. LangChain PDFLoader.vtt

3.05 KB

12. Hands-on LangChain Chains.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/12. Hands-on LangChain Chains.mp4

36.9 MB

12. Hands-on LangChain Chains.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/12. Hands-on LangChain Chains.vtt

7.62 KB

13. Hands-on - Simple RAG System with Chat and LangChain Chains.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/13. Hands-on - Simple RAG System with Chat and LangChain Chains.mp4

64.72 MB

13. Hands-on - Simple RAG System with Chat and LangChain Chains.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/13. Hands-on - Simple RAG System with Chat and LangChain Chains.vtt

8.64 KB

14. Hands-on Full RAG System QA Bot Using LangChain.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/14. Hands-on Full RAG System QA Bot Using LangChain.mp4

177.79 MB

14. Hands-on Full RAG System QA Bot Using LangChain.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/14. Hands-on Full RAG System QA Bot Using LangChain.vtt

26.18 KB

2. What is LangChain and and Main Components.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/2. What is LangChain and and Main Components.mp4

79.81 MB

2. What is LangChain and and Main Components.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/2. What is LangChain and and Main Components.vtt

7.32 KB

3. LangChain Setup and ChatModel.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/3. LangChain Setup and ChatModel.mp4

92.54 MB

3. LangChain Setup and ChatModel.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/3. LangChain Setup and ChatModel.vtt

12.88 KB

4. Hands-on - LangChain ChatPromptTemplates.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/4. Hands-on - LangChain ChatPromptTemplates.mp4

52.46 MB

4. Hands-on - LangChain ChatPromptTemplates.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/4. Hands-on - LangChain ChatPromptTemplates.vtt

8.88 KB

5. Indexes, Retrievers and Data Preparation - Overview.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/5. Indexes, Retrievers and Data Preparation - Overview.mp4

39.35 MB

5. Indexes, Retrievers and Data Preparation - Overview.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/5. Indexes, Retrievers and Data Preparation - Overview.vtt

5.14 KB

6. Hands-On - LangChain TextLoaders.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/6. Hands-On - LangChain TextLoaders.mp4

32.79 MB

6. Hands-On - LangChain TextLoaders.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/6. Hands-On - LangChain TextLoaders.vtt

6.11 KB

7. Hands-on Text Splitting and Cleaning.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/7. Hands-on Text Splitting and Cleaning.mp4

63.67 MB

7. Hands-on Text Splitting and Cleaning.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/7. Hands-on Text Splitting and Cleaning.vtt

10.08 KB

8. Hands-on Embeddings and Retriever with FAISS VectorStore.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/8. Hands-on Embeddings and Retriever with FAISS VectorStore.mp4

94.16 MB

8. Hands-on Embeddings and Retriever with FAISS VectorStore.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/8. Hands-on Embeddings and Retriever with FAISS VectorStore.vtt

13.94 KB

9. LangChain TextSplitter - Deep Dive.mp4

18. LLM Tools and Frameworks - LangChain Deep Dive/9. LangChain TextSplitter - Deep Dive.mp4

28.68 MB

9. LangChain TextSplitter - Deep Dive.vtt

18. LLM Tools and Frameworks - LangChain Deep Dive/9. LangChain TextSplitter - Deep Dive.vtt

3.86 KB

19. HANDS-ON - Building LLM Applications with LangChain

18 files • 866.54 MB

1. LLM Application - News Summarizer - Architectural Overview.mp4

19. HANDS-ON - Building LLM Applications with LangChain/1. LLM Application - News Summarizer - Architectural Overview.mp4

24.13 MB

1. LLM Application - News Summarizer - Architectural Overview.vtt

19. HANDS-ON - Building LLM Applications with LangChain/1. LLM Application - News Summarizer - Architectural Overview.vtt

3.83 KB

2. News Summarizer - Full Implementation.mp4

19. HANDS-ON - Building LLM Applications with LangChain/2. News Summarizer - Full Implementation.mp4

200.53 MB

2. News Summarizer - Full Implementation.vtt

19. HANDS-ON - Building LLM Applications with LangChain/2. News Summarizer - Full Implementation.vtt

26.1 KB

3. LLM Application - Youtube Video Summarizer - Architectural Overview.mp4

19. HANDS-ON - Building LLM Applications with LangChain/3. LLM Application - Youtube Video Summarizer - Architectural Overview.mp4

22.84 MB

3. LLM Application - Youtube Video Summarizer - Architectural Overview.vtt

19. HANDS-ON - Building LLM Applications with LangChain/3. LLM Application - Youtube Video Summarizer - Architectural Overview.vtt

3.4 KB

4. Youtube Video Summarizer & Q&A Dependency Setup.mp4

19. HANDS-ON - Building LLM Applications with LangChain/4. Youtube Video Summarizer & Q&A Dependency Setup.mp4

55.26 MB

4. Youtube Video Summarizer & Q&A Dependency Setup.vtt

19. HANDS-ON - Building LLM Applications with LangChain/4. Youtube Video Summarizer & Q&A Dependency Setup.vtt

5.14 KB

5. Youtube Video Summarizer Class Setup and Walkthrough.mp4

19. HANDS-ON - Building LLM Applications with LangChain/5. Youtube Video Summarizer Class Setup and Walkthrough.mp4

149.2 MB

5. Youtube Video Summarizer Class Setup and Walkthrough.vtt

19. HANDS-ON - Building LLM Applications with LangChain/5. Youtube Video Summarizer Class Setup and Walkthrough.vtt

19.49 KB

6. Youtube Video Summarizer Q&A - Testing the Workflow.mp4

19. HANDS-ON - Building LLM Applications with LangChain/6. Youtube Video Summarizer Q&A - Testing the Workflow.mp4

113.7 MB

6. Youtube Video Summarizer Q&A - Testing the Workflow.vtt

19. HANDS-ON - Building LLM Applications with LangChain/6. Youtube Video Summarizer Q&A - Testing the Workflow.vtt

13.56 KB

7. LLM Application - Voice Assistant RAG System - Architectural Overview.mp4

19. HANDS-ON - Building LLM Applications with LangChain/7. LLM Application - Voice Assistant RAG System - Architectural Overview.mp4

25.8 MB

7. LLM Application - Voice Assistant RAG System - Architectural Overview.vtt

19. HANDS-ON - Building LLM Applications with LangChain/7. LLM Application - Voice Assistant RAG System - Architectural Overview.vtt

5.19 KB

8. Voice Assistant RAG System - Demo.mp4

19. HANDS-ON - Building LLM Applications with LangChain/8. Voice Assistant RAG System - Demo.mp4

35.2 MB

8. Voice Assistant RAG System - Demo.vtt

19. HANDS-ON - Building LLM Applications with LangChain/8. Voice Assistant RAG System - Demo.vtt

6.58 KB

9. Voice Assistant RAG System - Walkthrough and Demo.mp4

19. HANDS-ON - Building LLM Applications with LangChain/9. Voice Assistant RAG System - Walkthrough and Demo.mp4

239.77 MB

9. Voice Assistant RAG System - Walkthrough and Demo.vtt

19. HANDS-ON - Building LLM Applications with LangChain/9. Voice Assistant RAG System - Walkthrough and Demo.vtt

33.33 KB

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques

28 files • 1.02 GB

1. RAG and the RAG Triad - Quick Overview and Recap.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/1. RAG and the RAG Triad - Quick Overview and Recap.mp4

56.33 MB

1. RAG and the RAG Triad - Quick Overview and Recap.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/1. RAG and the RAG Triad - Quick Overview and Recap.vtt

3.53 KB

10. Re-Ranking & Cross-encoder and Bi-encoders - Overview.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/10. Re-Ranking & Cross-encoder and Bi-encoders - Overview.mp4

85.38 MB

10. Re-Ranking & Cross-encoder and Bi-encoders - Overview.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/10. Re-Ranking & Cross-encoder and Bi-encoders - Overview.vtt

5.45 KB

11. Reranking Technique RAG System Workflow Architecture.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/11. Reranking Technique RAG System Workflow Architecture.mp4

18.98 MB

11. Reranking Technique RAG System Workflow Architecture.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/11. Reranking Technique RAG System Workflow Architecture.vtt

3.71 KB

12. Cohere Rerank API Key Setup.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/12. Cohere Rerank API Key Setup.mp4

40.48 MB

12. Cohere Rerank API Key Setup.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/12. Cohere Rerank API Key Setup.vtt

6.29 KB

13. Hands-on - Re-ranking Implementation with Cohere - Full Implementation.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/13. Hands-on - Re-ranking Implementation with Cohere - Full Implementation.mp4

222.7 MB

13. Hands-on - Re-ranking Implementation with Cohere - Full Implementation.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/13. Hands-on - Re-ranking Implementation with Cohere - Full Implementation.vtt

28.31 KB

14. Re-ranking Summary.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/14. Re-ranking Summary.mp4

16.08 MB

14. Re-ranking Summary.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/14. Re-ranking Summary.vtt

1.13 KB

2. What is RAG and Naive RAG Overview and Pitfalls - Motivation.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/2. What is RAG and Naive RAG Overview and Pitfalls - Motivation.mp4

73.95 MB

2. What is RAG and Naive RAG Overview and Pitfalls - Motivation.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/2. What is RAG and Naive RAG Overview and Pitfalls - Motivation.vtt

10.57 KB

3. Deep Dive into Each Naive RAG Drawbacks.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/3. Deep Dive into Each Naive RAG Drawbacks.mp4

107.01 MB

3. Deep Dive into Each Naive RAG Drawbacks.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/3. Deep Dive into Each Naive RAG Drawbacks.vtt

7.36 KB

4. Advanced RAG Technique - Query Expansion with Multiple Queries - Overview.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/4. Advanced RAG Technique - Query Expansion with Multiple Queries - Overview.mp4

52.36 MB

4. Advanced RAG Technique - Query Expansion with Multiple Queries - Overview.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/4. Advanced RAG Technique - Query Expansion with Multiple Queries - Overview.vtt

3.78 KB

5. Hands-on - Query Expansion with Multiple Queries - Generate Multiple Queries.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/5. Hands-on - Query Expansion with Multiple Queries - Generate Multiple Queries.mp4

64.81 MB

5. Hands-on - Query Expansion with Multiple Queries - Generate Multiple Queries.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/5. Hands-on - Query Expansion with Multiple Queries - Generate Multiple Queries.vtt

9.03 KB

6. Query Expansion Workflow Architectural Diagram.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/6. Query Expansion Workflow Architectural Diagram.mp4

19.54 MB

6. Query Expansion Workflow Architectural Diagram.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/6. Query Expansion Workflow Architectural Diagram.vtt

2.86 KB

7. Hands-on- Setting up the Workflow and Code Walkthrough.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/7. Hands-on- Setting up the Workflow and Code Walkthrough.mp4

194.04 MB

7. Hands-on- Setting up the Workflow and Code Walkthrough.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/7. Hands-on- Setting up the Workflow and Code Walkthrough.vtt

24.99 KB

8. Query Expansion Full RAG Workflow.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/8. Query Expansion Full RAG Workflow.mp4

64.28 MB

8. Query Expansion Full RAG Workflow.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/8. Query Expansion Full RAG Workflow.vtt

10.15 KB

9. Query Expansion with Multiple Queries Downsides & Summary.mp4

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/9. Query Expansion with Multiple Queries Downsides & Summary.mp4

24.07 MB

9. Query Expansion with Multiple Queries Downsides & Summary.vtt

20. Advanced RAG Techniques - Naive vs Advanced RAG Techniques/9. Query Expansion with Multiple Queries Downsides & Summary.vtt

1.67 KB

21. Multimodal RAG - Deep Dive

31 files • 1008.81 MB

1. Multimodal RAG Source Code.html

21. Multimodal RAG - Deep Dive/1. Multimodal RAG Source Code.html

227 Bytes

10. HANDS-ON - Multimodal Recommender System - Overview.mp4

21. Multimodal RAG - Deep Dive/10. HANDS-ON - Multimodal Recommender System - Overview.mp4

61.51 MB

10. HANDS-ON - Multimodal Recommender System - Overview.vtt

21. Multimodal RAG - Deep Dive/10. HANDS-ON - Multimodal Recommender System - Overview.vtt

4.07 KB

11. Getting our Dataset from HuggingFace & showing Number of Rows.mp4

21. Multimodal RAG - Deep Dive/11. Getting our Dataset from HuggingFace & showing Number of Rows.mp4

27.85 MB

11. Getting our Dataset from HuggingFace & showing Number of Rows.vtt

21. Multimodal RAG - Deep Dive/11. Getting our Dataset from HuggingFace & showing Number of Rows.vtt

4.54 KB

12. Saving Images Embeddings to Vector Database.mp4

21. Multimodal RAG - Deep Dive/12. Saving Images Embeddings to Vector Database.mp4

30.54 MB

12. Saving Images Embeddings to Vector Database.vtt

21. Multimodal RAG - Deep Dive/12. Saving Images Embeddings to Vector Database.vtt

4.22 KB

13. Testing our MultiModal Recommender System - Fetching the Correct Images.mp4

21. Multimodal RAG - Deep Dive/13. Testing our MultiModal Recommender System - Fetching the Correct Images.mp4

45.33 MB

13. Testing our MultiModal Recommender System - Fetching the Correct Images.vtt

21. Multimodal RAG - Deep Dive/13. Testing our MultiModal Recommender System - Fetching the Correct Images.vtt

5.31 KB

14. Setting up the RAG Workflow.mp4

21. Multimodal RAG - Deep Dive/14. Setting up the RAG Workflow.mp4

77.01 MB

14. Setting up the RAG Workflow.vtt

21. Multimodal RAG - Deep Dive/14. Setting up the RAG Workflow.vtt

11.1 KB

15. Putting it all Together and Testing the Multimodal Recommender RAG System.mp4

21. Multimodal RAG - Deep Dive/15. Putting it all Together and Testing the Multimodal Recommender RAG System.mp4

60.28 MB

15. Putting it all Together and Testing the Multimodal Recommender RAG System.vtt

21. Multimodal RAG - Deep Dive/15. Putting it all Together and Testing the Multimodal Recommender RAG System.vtt

8.66 KB

16. Adding a Streamlit UI to the Multimodal Recommender System.mp4

21. Multimodal RAG - Deep Dive/16. Adding a Streamlit UI to the Multimodal Recommender System.mp4

38.61 MB

16. Adding a Streamlit UI to the Multimodal Recommender System.vtt

21. Multimodal RAG - Deep Dive/16. Adding a Streamlit UI to the Multimodal Recommender System.vtt

3.82 KB

2. RAG & Multimodal RAG - Recap and Overview.mp4

21. Multimodal RAG - Deep Dive/2. RAG & Multimodal RAG - Recap and Overview.mp4

77.91 MB

2. RAG & Multimodal RAG - Recap and Overview.vtt

21. Multimodal RAG - Deep Dive/2. RAG & Multimodal RAG - Recap and Overview.vtt

5.36 KB

3. RAG Benefits and Practical Applications.mp4

21. Multimodal RAG - Deep Dive/3. RAG Benefits and Practical Applications.mp4

67.95 MB

3. RAG Benefits and Practical Applications.vtt

21. Multimodal RAG - Deep Dive/3. RAG Benefits and Practical Applications.vtt

4.76 KB

4. Multimodal RAG - Overview & Motivation and Benefits - How it Works.mp4

21. Multimodal RAG - Deep Dive/4. Multimodal RAG - Overview & Motivation and Benefits - How it Works.mp4

153.85 MB

4. Multimodal RAG - Overview & Motivation and Benefits - How it Works.vtt

21. Multimodal RAG - Deep Dive/4. Multimodal RAG - Overview & Motivation and Benefits - How it Works.vtt

10.09 KB

5. How Search Is Integrated into a Multimodal RAG System - Full Workflow.mp4

21. Multimodal RAG - Deep Dive/5. How Search Is Integrated into a Multimodal RAG System - Full Workflow.mp4

60.22 MB

5. How Search Is Integrated into a Multimodal RAG System - Full Workflow.vtt

21. Multimodal RAG - Deep Dive/5. How Search Is Integrated into a Multimodal RAG System - Full Workflow.vtt

4.01 KB

6. Why Multimodal Search is so Powerful.mp4

21. Multimodal RAG - Deep Dive/6. Why Multimodal Search is so Powerful.mp4

49.31 MB

6. Why Multimodal Search is so Powerful.vtt

21. Multimodal RAG - Deep Dive/6. Why Multimodal Search is so Powerful.vtt

3.42 KB

7. Visual Explanation Why Multimodal Search is so Powerful.mp4

21. Multimodal RAG - Deep Dive/7. Visual Explanation Why Multimodal Search is so Powerful.mp4

85.45 MB

7. Visual Explanation Why Multimodal Search is so Powerful.vtt

21. Multimodal RAG - Deep Dive/7. Visual Explanation Why Multimodal Search is so Powerful.vtt

5.97 KB

8. HANDS-on Multimodal Search System setup - Create Embeddings from Images.mp4

21. Multimodal RAG - Deep Dive/8. HANDS-on Multimodal Search System setup - Create Embeddings from Images.mp4

68.79 MB

8. HANDS-on Multimodal Search System setup - Create Embeddings from Images.vtt

21. Multimodal RAG - Deep Dive/8. HANDS-on Multimodal Search System setup - Create Embeddings from Images.vtt

11.39 KB

9. Finish the Multimodal Search System.mp4

21. Multimodal RAG - Deep Dive/9. Finish the Multimodal Search System.mp4

104.11 MB

9. Finish the Multimodal Search System.vtt

21. Multimodal RAG - Deep Dive/9. Finish the Multimodal Search System.vtt

12.18 KB

22. AI Agents & Agentic Workflows - Deep Dive

57 files • 1.96 GB

1. AI Agents Deep Dive - A Full Overview.mp4

22. AI Agents & Agentic Workflows - Deep Dive/1. AI Agents Deep Dive - A Full Overview.mp4

127.33 MB

1. AI Agents Deep Dive - A Full Overview.vtt

22. AI Agents & Agentic Workflows - Deep Dive/1. AI Agents Deep Dive - A Full Overview.vtt

8.4 KB

10. Agent Introduction - Section Summary.mp4

22. AI Agents & Agentic Workflows - Deep Dive/10. Agent Introduction - Section Summary.mp4

64.37 MB

10. Agent Introduction - Section Summary.vtt

22. AI Agents & Agentic Workflows - Deep Dive/10. Agent Introduction - Section Summary.vtt

4.48 KB

11. LangGraph - Overview & Key Concepts.mp4

22. AI Agents & Agentic Workflows - Deep Dive/11. LangGraph - Overview & Key Concepts.mp4

96.13 MB

11. LangGraph - Overview & Key Concepts.vtt

22. AI Agents & Agentic Workflows - Deep Dive/11. LangGraph - Overview & Key Concepts.vtt

6.15 KB

12. LangGraph - How It Helps Build AI Agents.mp4

22. AI Agents & Agentic Workflows - Deep Dive/12. LangGraph - How It Helps Build AI Agents.mp4

48.48 MB

12. LangGraph - How It Helps Build AI Agents.vtt

22. AI Agents & Agentic Workflows - Deep Dive/12. LangGraph - How It Helps Build AI Agents.vtt

3.13 KB

13. LangGraph Core Concepts - Simple Flow Diagram.mp4

22. AI Agents & Agentic Workflows - Deep Dive/13. LangGraph Core Concepts - Simple Flow Diagram.mp4

41.35 MB

13. LangGraph Core Concepts - Simple Flow Diagram.vtt

22. AI Agents & Agentic Workflows - Deep Dive/13. LangGraph Core Concepts - Simple Flow Diagram.vtt

3.1 KB

14. LangGraph - Data and State - Overview.mp4

22. AI Agents & Agentic Workflows - Deep Dive/14. LangGraph - Data and State - Overview.mp4

35.5 MB

14. LangGraph - Data and State - Overview.vtt

22. AI Agents & Agentic Workflows - Deep Dive/14. LangGraph - Data and State - Overview.vtt

2.54 KB

15. Building a Simple Agent with LangChain.mp4

22. AI Agents & Agentic Workflows - Deep Dive/15. Building a Simple Agent with LangChain.mp4

106.38 MB

15. Building a Simple Agent with LangChain.vtt

22. AI Agents & Agentic Workflows - Deep Dive/15. Building a Simple Agent with LangChain.vtt

14.54 KB

16. LangGraph Simple Bot - Streaming Values - Console App.mp4

22. AI Agents & Agentic Workflows - Deep Dive/16. LangGraph Simple Bot - Streaming Values - Console App.mp4

53.19 MB

16. LangGraph Simple Bot - Streaming Values - Console App.vtt

22. AI Agents & Agentic Workflows - Deep Dive/16. LangGraph Simple Bot - Streaming Values - Console App.vtt

6.72 KB

17. Adding Tools to our Basic LangGraph Agent.mp4

22. AI Agents & Agentic Workflows - Deep Dive/17. Adding Tools to our Basic LangGraph Agent.mp4

73.24 MB

17. Adding Tools to our Basic LangGraph Agent.vtt

22. AI Agents & Agentic Workflows - Deep Dive/17. Adding Tools to our Basic LangGraph Agent.vtt

8.42 KB

18. Adding tools to the Agent - Part 1.mp4

22. AI Agents & Agentic Workflows - Deep Dive/18. Adding tools to the Agent - Part 1.mp4

73.17 MB

18. Adding tools to the Agent - Part 1.vtt

22. AI Agents & Agentic Workflows - Deep Dive/18. Adding tools to the Agent - Part 1.vtt

7.94 KB

19. Adding Tools to the Agent - Using Built-in Tools - Part 2.mp4

22. AI Agents & Agentic Workflows - Deep Dive/19. Adding Tools to the Agent - Using Built-in Tools - Part 2.mp4

50.17 MB

19. Adding Tools to the Agent - Using Built-in Tools - Part 2.vtt

22. AI Agents & Agentic Workflows - Deep Dive/19. Adding Tools to the Agent - Using Built-in Tools - Part 2.vtt

5.86 KB

2. Agents Characteristics and Use Cases.mp4

22. AI Agents & Agentic Workflows - Deep Dive/2. Agents Characteristics and Use Cases.mp4

52.74 MB

2. Agents Characteristics and Use Cases.vtt

22. AI Agents & Agentic Workflows - Deep Dive/2. Agents Characteristics and Use Cases.vtt

3.22 KB

20. Adding Memory to Our Agent State.mp4

22. AI Agents & Agentic Workflows - Deep Dive/20. Adding Memory to Our Agent State.mp4

106.65 MB

20. Adding Memory to Our Agent State.vtt

22. AI Agents & Agentic Workflows - Deep Dive/20. Adding Memory to Our Agent State.vtt

10.5 KB

21. Adding Human-in-the-loop to the AI Agent.mp4

22. AI Agents & Agentic Workflows - Deep Dive/21. Adding Human-in-the-loop to the AI Agent.mp4

69.35 MB

21. Adding Human-in-the-loop to the AI Agent.vtt

22. AI Agents & Agentic Workflows - Deep Dive/21. Adding Human-in-the-loop to the AI Agent.vtt

6.95 KB

22. Building AI Agents with LangChain - Section Summary.mp4

22. AI Agents & Agentic Workflows - Deep Dive/22. Building AI Agents with LangChain - Section Summary.mp4

24.72 MB

22. Building AI Agents with LangChain - Section Summary.vtt

22. AI Agents & Agentic Workflows - Deep Dive/22. Building AI Agents with LangChain - Section Summary.vtt

1.61 KB

23. Hands-on - Build a Financial Report Writer AI Agent.mp4

22. AI Agents & Agentic Workflows - Deep Dive/23. Hands-on - Build a Financial Report Writer AI Agent.mp4

24.13 MB

23. Hands-on - Build a Financial Report Writer AI Agent.vtt

22. AI Agents & Agentic Workflows - Deep Dive/23. Hands-on - Build a Financial Report Writer AI Agent.vtt

1.62 KB

24. Agent State and Prompts Setup.mp4

22. AI Agents & Agentic Workflows - Deep Dive/24. Agent State and Prompts Setup.mp4

57.2 MB

24. Agent State and Prompts Setup.vtt

22. AI Agents & Agentic Workflows - Deep Dive/24. Agent State and Prompts Setup.vtt

7.77 KB

25. Creating All Nodes - Functions.mp4

22. AI Agents & Agentic Workflows - Deep Dive/25. Creating All Nodes - Functions.mp4

116.83 MB

25. Creating All Nodes - Functions.vtt

22. AI Agents & Agentic Workflows - Deep Dive/25. Creating All Nodes - Functions.vtt

14.14 KB

26. Adding Nodes and Edges and Running our Agent.mp4

22. AI Agents & Agentic Workflows - Deep Dive/26. Adding Nodes and Edges and Running our Agent.mp4

140.82 MB

26. Adding Nodes and Edges and Running our Agent.vtt

22. AI Agents & Agentic Workflows - Deep Dive/26. Adding Nodes and Edges and Running our Agent.vtt

15.73 KB

27. Adding a GUI to the Agent with Streamlit.mp4

22. AI Agents & Agentic Workflows - Deep Dive/27. Adding a GUI to the Agent with Streamlit.mp4

96.31 MB

27. Adding a GUI to the Agent with Streamlit.vtt

22. AI Agents & Agentic Workflows - Deep Dive/27. Adding a GUI to the Agent with Streamlit.vtt

9.6 KB

28. Optimization Techniques - Overview.mp4

22. AI Agents & Agentic Workflows - Deep Dive/28. Optimization Techniques - Overview.mp4

57.61 MB

28. Optimization Techniques - Overview.vtt

22. AI Agents & Agentic Workflows - Deep Dive/28. Optimization Techniques - Overview.vtt

4.18 KB

29. Financial Report Writer AI Agent - Course Summary.mp4

22. AI Agents & Agentic Workflows - Deep Dive/29. Financial Report Writer AI Agent - Course Summary.mp4

26.7 MB

29. Financial Report Writer AI Agent - Course Summary.vtt

22. AI Agents & Agentic Workflows - Deep Dive/29. Financial Report Writer AI Agent - Course Summary.vtt

1.83 KB

3. Download Source Code for AI Agents Section.html

22. AI Agents & Agentic Workflows - Deep Dive/3. Download Source Code for AI Agents Section.html

218 Bytes

4. Building our First AI Agent - Project Setup (OpenAI API).mp4

22. AI Agents & Agentic Workflows - Deep Dive/4. Building our First AI Agent - Project Setup (OpenAI API).mp4

31.42 MB

4. Building our First AI Agent - Project Setup (OpenAI API).vtt

22. AI Agents & Agentic Workflows - Deep Dive/4. Building our First AI Agent - Project Setup (OpenAI API).vtt

4.89 KB

5. Build our First AI Agent - Creating the Agent Class and Prompt.mp4

22. AI Agents & Agentic Workflows - Deep Dive/5. Build our First AI Agent - Creating the Agent Class and Prompt.mp4

113.83 MB

5. Build our First AI Agent - Creating the Agent Class and Prompt.vtt

22. AI Agents & Agentic Workflows - Deep Dive/5. Build our First AI Agent - Creating the Agent Class and Prompt.vtt

14.03 KB

6. First AI Agent - Running our First Agent and Seeing the Results.mp4

22. AI Agents & Agentic Workflows - Deep Dive/6. First AI Agent - Running our First Agent and Seeing the Results.mp4

67.78 MB

6. First AI Agent - Running our First Agent and Seeing the Results.vtt

22. AI Agents & Agentic Workflows - Deep Dive/6. First AI Agent - Running our First Agent and Seeing the Results.vtt

10.17 KB

7. Passing Complex Queries Through the Agent.mp4

22. AI Agents & Agentic Workflows - Deep Dive/7. Passing Complex Queries Through the Agent.mp4

111.12 MB

7. Passing Complex Queries Through the Agent.vtt

22. AI Agents & Agentic Workflows - Deep Dive/7. Passing Complex Queries Through the Agent.vtt

15.51 KB

8. First Agent - Using a Loop to Automate our Agent.mp4

22. AI Agents & Agentic Workflows - Deep Dive/8. First Agent - Using a Loop to Automate our Agent.mp4

102.85 MB

8. First Agent - Using a Loop to Automate our Agent.vtt

22. AI Agents & Agentic Workflows - Deep Dive/8. First Agent - Using a Loop to Automate our Agent.vtt

13.21 KB

9. Adding Interactive to Our Agent - Console App.mp4

22. AI Agents & Agentic Workflows - Deep Dive/9. Adding Interactive to Our Agent - Console App.mp4

42.21 MB

9. Adding Interactive to Our Agent - Console App.vtt

22. AI Agents & Agentic Workflows - Deep Dive/9. Adding Interactive to Our Agent - Console App.vtt

5.89 KB

23. Fine-tuning LLMs

16 files • 547.84 MB

1. Fine-tuning Introduction - Overview.mp4

23. Fine-tuning LLMs/1. Fine-tuning Introduction - Overview.mp4

54.84 MB

1. Fine-tuning Introduction - Overview.vtt

23. Fine-tuning LLMs/1. Fine-tuning Introduction - Overview.vtt

3.83 KB

2. Fine-tuning Techniques - Overview.mp4

23. Fine-tuning LLMs/2. Fine-tuning Techniques - Overview.mp4

121.43 MB

2. Fine-tuning Techniques - Overview.vtt

23. Fine-tuning LLMs/2. Fine-tuning Techniques - Overview.vtt

9.17 KB

3. Fine-tuning Comparison of Techniques.mp4

23. Fine-tuning LLMs/3. Fine-tuning Comparison of Techniques.mp4

33.93 MB

3. Fine-tuning Comparison of Techniques.vtt

23. Fine-tuning LLMs/3. Fine-tuning Comparison of Techniques.vtt

2.83 KB

4. Fine-tuning General Process - Overview.mp4

23. Fine-tuning LLMs/4. Fine-tuning General Process - Overview.mp4

34.61 MB

4. Fine-tuning General Process - Overview.vtt

23. Fine-tuning LLMs/4. Fine-tuning General Process - Overview.vtt

2.96 KB

5. Fine-tuning OpenAI Models Pricing.mp4

23. Fine-tuning LLMs/5. Fine-tuning OpenAI Models Pricing.mp4

28.88 MB

5. Fine-tuning OpenAI Models Pricing.vtt

23. Fine-tuning LLMs/5. Fine-tuning OpenAI Models Pricing.vtt

5.23 KB

6. Tokens and the Tokenizer OpenAI Tool.mp4

23. Fine-tuning LLMs/6. Tokens and the Tokenizer OpenAI Tool.mp4

28.74 MB

6. Tokens and the Tokenizer OpenAI Tool.vtt

23. Fine-tuning LLMs/6. Tokens and the Tokenizer OpenAI Tool.vtt

4.97 KB

7. HANDS-ON - Fine-tuning an OpenAI Model - Full Walkthrough.mp4

23. Fine-tuning LLMs/7. HANDS-ON - Fine-tuning an OpenAI Model - Full Walkthrough.mp4

205.27 MB

7. HANDS-ON - Fine-tuning an OpenAI Model - Full Walkthrough.vtt

23. Fine-tuning LLMs/7. HANDS-ON - Fine-tuning an OpenAI Model - Full Walkthrough.vtt

26.57 KB

8. Crating a Chatbot with our Fine-tuned Model and Testing.mp4

23. Fine-tuning LLMs/8. Crating a Chatbot with our Fine-tuned Model and Testing.mp4

40.08 MB

8. Crating a Chatbot with our Fine-tuned Model and Testing.vtt

23. Fine-tuning LLMs/8. Crating a Chatbot with our Fine-tuned Model and Testing.vtt

5.06 KB

24. Fine-Tuning Technique - LoRA Deep Dive

18 files • 667.88 MB

1. LoRA Introduction - Benefits.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/1. LoRA Introduction - Benefits.mp4

63.43 MB

1. LoRA Introduction - Benefits.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/1. LoRA Introduction - Benefits.vtt

5.19 KB

2. LoRA Deep Analysis.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/2. LoRA Deep Analysis.mp4

80.4 MB

2. LoRA Deep Analysis.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/2. LoRA Deep Analysis.vtt

5.59 KB

3. LoRA Implementation Strategy Workflow.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/3. LoRA Implementation Strategy Workflow.mp4

21.85 MB

3. LoRA Implementation Strategy Workflow.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/3. LoRA Implementation Strategy Workflow.vtt

4.33 KB

4. Hands-on - Training Models - LoRA and PEFT.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/4. Hands-on - Training Models - LoRA and PEFT.mp4

136.12 MB

4. Hands-on - Training Models - LoRA and PEFT.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/4. Hands-on - Training Models - LoRA and PEFT.vtt

20.29 KB

5. Running LoRA Model Fine-tuning and Testing.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/5. Running LoRA Model Fine-tuning and Testing.mp4

88.1 MB

5. Running LoRA Model Fine-tuning and Testing.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/5. Running LoRA Model Fine-tuning and Testing.vtt

10.28 KB

6. Creating an API Service to Interface with Our Fine-tuned Models.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/6. Creating an API Service to Interface with Our Fine-tuned Models.mp4

91.84 MB

6. Creating an API Service to Interface with Our Fine-tuned Models.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/6. Creating an API Service to Interface with Our Fine-tuned Models.vtt

12.97 KB

7. Testing our LoRA Model API Endpoint.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/7. Testing our LoRA Model API Endpoint.mp4

57.29 MB

7. Testing our LoRA Model API Endpoint.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/7. Testing our LoRA Model API Endpoint.vtt

9.1 KB

8. Chatting with LoRA Fine-tuned Models.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/8. Chatting with LoRA Fine-tuned Models.mp4

52.91 MB

8. Chatting with LoRA Fine-tuned Models.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/8. Chatting with LoRA Fine-tuned Models.vtt

7.56 KB

9. Full LoRA Workflow - Train and Chat with Fine-tuned Models.mp4

24. Fine-Tuning Technique - LoRA Deep Dive/9. Full LoRA Workflow - Train and Chat with Fine-tuned Models.mp4

75.86 MB

9. Full LoRA Workflow - Train and Chat with Fine-tuned Models.vtt

24. Fine-Tuning Technique - LoRA Deep Dive/9. Full LoRA Workflow - Train and Chat with Fine-tuned Models.vtt

10.4 KB

25. Wrap up and Next Steps

2 files • 56.71 MB

1. Wrap up and Next Steps.mp4

25. Wrap up and Next Steps/1. Wrap up and Next Steps.mp4

56.71 MB

1. Wrap up and Next Steps.vtt

25. Wrap up and Next Steps/1. Wrap up and Next Steps.vtt

4.87 KB

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