TeamTreehouse - Beginning Data Science (Track)

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teamtreehouse beginning data science track

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Files (255)

TeamTreehouse - Beginning Data Science (Track)

255 files • 3.5 GB

12. Introduction to NumPy

18 files • 526.14 MB

03. Array Programming

6 files • 193.33 MB

01. New Way of Thinking.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/03. Array Programming/01. New Way of Thinking.webm

55.23 MB

02. Universal Functions.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/03. Array Programming/02. Universal Functions.webm

42.94 MB

04. Plotting.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/03. Array Programming/04. Plotting.webm

38.74 MB

03. Routines in Action.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/03. Array Programming/03. Routines in Action.webm

38.46 MB

05. No Problem.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/03. Array Programming/05. No Problem.webm

17.91 MB

Project Files

1 files • 57.71 KB

python-intro-to-numpy.zip

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/03. Array Programming/Project Files/python-intro-to-numpy.zip

57.71 KB

02. Array Organization

5 files • 166.07 MB

01. Indexing.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/02. Array Organization/01. Indexing.webm

48.99 MB

02. Boolean Array Indexing.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/02. Array Organization/02. Boolean Array Indexing.webm

45.36 MB

04. Manipulation.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/02. Array Organization/04. Manipulation.webm

43.46 MB

03. Slicing.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/02. Array Organization/03. Slicing.webm

28.2 MB

Project Files

1 files • 57.71 KB

python-intro-to-numpy.zip

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/02. Array Organization/Project Files/python-intro-to-numpy.zip

57.71 KB

01. Meet NumPy

6 files • 166.74 MB

01. Welcome.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/01. Meet NumPy/01. Welcome.webm

46.3 MB

03. Introducing Arrays.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/01. Meet NumPy/03. Introducing Arrays.webm

38.46 MB

05. Multidimensional Arrays.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/01. Meet NumPy/05. Multidimensional Arrays.webm

35.33 MB

04. Creating the Study Log.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/01. Meet NumPy/04. Creating the Study Log.webm

29.11 MB

02. Getting Setup.webm

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/01. Meet NumPy/02. Getting Setup.webm

17.49 MB

Project Files

1 files • 57.71 KB

python-intro-to-numpy.zip

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/01. Meet NumPy/Project Files/python-intro-to-numpy.zip

57.71 KB

Introduction to NumPy.md

TeamTreehouse - Beginning Data Science (Track)/12. Introduction to NumPy/Introduction to NumPy.md

4.41 KB

19. Introduction to Big Data

13 files • 285.71 MB

01. What is Big Data

4 files • 93.31 MB

04. Exploring Our New Problems.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/01. What is Big Data/04. Exploring Our New Problems.webm

41.33 MB

03. The Importance of Big Data.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/01. What is Big Data/03. The Importance of Big Data.webm

22.77 MB

01. Welcome.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/01. What is Big Data/01. Welcome.webm

19.16 MB

02. Characteristics of Big Data.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/01. What is Big Data/02. Characteristics of Big Data.webm

10.04 MB

02. Where and How is Big Data Used

5 files • 117.89 MB

03. Domain Data Storage.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/02. Where and How is Big Data Used/03. Domain Data Storage.webm

34.58 MB

04. Domain Computations.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/02. Where and How is Big Data Used/04. Domain Computations.webm

29.31 MB

02. Types of Data.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/02. Where and How is Big Data Used/02. Types of Data.webm

22.4 MB

05. Domain Infrastructure.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/02. Where and How is Big Data Used/05. Domain Infrastructure.webm

17.49 MB

01. Where is it Being Used.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/02. Where and How is Big Data Used/01. Where is it Being Used.webm

14.11 MB

03. Big Data at Netflix

3 files • 74.51 MB

01. What Problems Does Netflix Have.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/03. Big Data at Netflix/01. What Problems Does Netflix Have.webm

29.49 MB

03. Wrapping Up.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/03. Big Data at Netflix/03. Wrapping Up.webm

27.63 MB

02. How Does Netflix Apply Big Data Tools to Solve these Problems.webm

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/03. Big Data at Netflix/02. How Does Netflix Apply Big Data Tools to Solve these Problems.webm

17.38 MB

Introduction to Big Data.md

TeamTreehouse - Beginning Data Science (Track)/19. Introduction to Big Data/Introduction to Big Data.md

4.2 KB

13. Introduction to pandas

26 files • 130.25 MB

0. Meet pandas

12 files • 85.04 MB

0.Welcome.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/0.Welcome.webm

39.76 MB

2.Vectorization and Broadcasting Review.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/2.Vectorization and Broadcasting Review.webm

13.69 MB

1.Meet Series.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/1.Meet Series.webm

11.99 MB

3.Meet DataFrames.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/3.Meet DataFrames.webm

11.6 MB

4.Onwards.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/4.Onwards.webm

4.77 MB

Instruction

6 files • 3.15 MB

Accessing a DataFrame.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Instruction/Accessing a DataFrame.png

718.01 KB

Accessing a Series.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Instruction/Accessing a Series.png

680 KB

Series Vectorization and Broadcasting.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Instruction/Series Vectorization and Broadcasting.png

553.42 KB

Creating a Series.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Instruction/Creating a Series.png

511.47 KB

Creating a DataFrame.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Instruction/Creating a DataFrame.png

465.05 KB

About This Course.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Instruction/About This Course.png

300.66 KB

Project Files

1 files • 88.32 KB

python-introducing-pandas-1.2.0.zip

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/0. Meet pandas/Project Files/python-introducing-pandas-1.2.0.zip

88.32 KB

1. Exploring pandas

14 files • 45.2 MB

3.Until Next Time.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/3.Until Next Time.webm

13.71 MB

0.Importing Data.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/0.Importing Data.webm

9.01 MB

2.Combining DataFrames.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/2.Combining DataFrames.webm

8.95 MB

1.Manipulation.webm

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/1.Manipulation.webm

5.47 MB

Instruction

10 files • 8.06 MB

Manipulation Techniques.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Manipulation Techniques.png

1.24 MB

Exploration Methods.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Exploration Methods.png

1.22 MB

Combining DataFrames.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Combining DataFrames.png

1.21 MB

Grouping.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Grouping.png

945.93 KB

Handling Duplicated and Missing Data.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Handling Duplicated and Missing Data.png

862.95 KB

Selecting Data.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Selecting Data.png

751.58 KB

Manipulating Text.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Manipulating Text.png

725.39 KB

Optional Challenge #3 - Verified Email List.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Optional Challenge #3 - Verified Email List.png

419.33 KB

Optional Challenge #2 - Update Users.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Optional Challenge #2 - Update Users.png

399.39 KB

Optional Challenge #1 - Top Referrers.png

TeamTreehouse - Beginning Data Science (Track)/13. Introduction to pandas/1. Exploring pandas/Instruction/Optional Challenge #1 - Top Referrers.png

393.99 KB

17. Scraping Data From the Web

18 files • 301.88 MB

02. A World Full of Spiders

5 files • 97.8 MB

04. The Endless Web.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/02. A World Full of Spiders/04. The Endless Web.webm

38.37 MB

01. Everyone Loves Charlotte.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/02. A World Full of Spiders/01. Everyone Loves Charlotte.webm

27.89 MB

03. Crawling Spiders.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/02. A World Full of Spiders/03. Crawling Spiders.webm

19.59 MB

02. Installing Scrapy.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/02. A World Full of Spiders/02. Installing Scrapy.webm

11.9 MB

Project Files

1 files • 37.26 KB

scraping_data_from_the_web.zip

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/02. A World Full of Spiders/Project Files/scraping_data_from_the_web.zip

37.26 KB

01. Introducing Data Scraping

6 files • 131.74 MB

05. Being a Good Citizen.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/01. Introducing Data Scraping/05. Being a Good Citizen.webm

31.17 MB

01. What is Data Scraping.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/01. Introducing Data Scraping/01. What is Data Scraping.webm

31.01 MB

03. Beautiful Soup.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/01. Introducing Data Scraping/03. Beautiful Soup.webm

27.18 MB

04. More Soup in the Tureen.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/01. Introducing Data Scraping/04. More Soup in the Tureen.webm

23.56 MB

02. Web Page Anatomy.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/01. Introducing Data Scraping/02. Web Page Anatomy.webm

18.79 MB

Project Files

1 files • 37.26 KB

scraping_data_from_the_web.zip

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/01. Introducing Data Scraping/Project Files/scraping_data_from_the_web.zip

37.26 KB

03. Additional Scraping Tasks

6 files • 72.34 MB

02. Scraping APIs.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/03. Additional Scraping Tasks/02. Scraping APIs.webm

22.92 MB

03. Using Scrapers for Site Testing.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/03. Additional Scraping Tasks/03. Using Scrapers for Site Testing.webm

22.21 MB

01. An Intelligent Spider.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/03. Additional Scraping Tasks/01. An Intelligent Spider.webm

19.85 MB

05. Wrapping Up.webm

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/03. Additional Scraping Tasks/05. Wrapping Up.webm

7.32 MB

Project Files

1 files • 37.26 KB

scraping_data_from_the_web.zip

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/03. Additional Scraping Tasks/Project Files/scraping_data_from_the_web.zip

37.26 KB

04. Common Issues with Data Scraping.md

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/03. Additional Scraping Tasks/04. Common Issues with Data Scraping.md

1.67 KB

Scraping Data From the Web.md

TeamTreehouse - Beginning Data Science (Track)/17. Scraping Data From the Web/Scraping Data From the Web.md

4.08 KB

01. Data Analysis Basics

17 files • 286.68 MB

01. Introducing Data Analysis

5 files • 107.54 MB

04. Getting Good Data is Hard.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/01. Introducing Data Analysis/04. Getting Good Data is Hard.webm

37.57 MB

02. Data is Everywhere.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/01. Introducing Data Analysis/02. Data is Everywhere.webm

25.82 MB

01. Making Better Decisions with Data Analysis.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/01. Introducing Data Analysis/01. Making Better Decisions with Data Analysis.webm

22.24 MB

03. Creating a Spreadsheet.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/01. Introducing Data Analysis/03. Creating a Spreadsheet.webm

17.91 MB

Project Files

1 files • 4 MB

marathon_results_2017.csv

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/01. Introducing Data Analysis/Project Files/marathon_results_2017.csv

4 MB

03. The Data Analysis Process

4 files • 93.97 MB

04. Presenting Your Findings.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/03. The Data Analysis Process/04. Presenting Your Findings.webm

30.37 MB

01. Understanding Metrics.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/03. The Data Analysis Process/01. Understanding Metrics.webm

28.73 MB

02. Defining Terms.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/03. The Data Analysis Process/02. Defining Terms.webm

20.44 MB

03. Analyzing the Data.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/03. The Data Analysis Process/03. Analyzing the Data.webm

14.43 MB

02. Getting to Know Your Data

7 files • 85.17 MB

01. Summarizing Data Maximum, Minimum, Range.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/01. Summarizing Data Maximum, Minimum, Range.webm

17.91 MB

05. Visualizing Data.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/05. Visualizing Data.webm

15.99 MB

07. Charting Our Data Part 2.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/07. Charting Our Data Part 2.webm

12.63 MB

04. Is Our Data Normal.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/04. Is Our Data Normal.webm

10.71 MB

03. Analyzing Data Spread.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/03. Analyzing Data Spread.webm

9.54 MB

02. Summarizing Data Mean, Median, Mode.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/02. Summarizing Data Mean, Median, Mode.webm

9.26 MB

06. Charting Our Data Part 1.webm

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/02. Getting to Know Your Data/06. Charting Our Data Part 1.webm

9.12 MB

Data Analysis Basics.md

TeamTreehouse - Beginning Data Science (Track)/01. Data Analysis Basics/Data Analysis Basics.md

3.91 KB

02. Python Basics

26 files • 494.89 MB

01. Meet Python

7 files • 139.81 MB

01. Welcome.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/01. Welcome.webm

35.87 MB

07. Input and Coding Style.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/07. Input and Coding Style.webm

25.83 MB

04. Syntax and Errors.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/04. Syntax and Errors.webm

23.06 MB

03. The Python Shell.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/03. The Python Shell.webm

20.53 MB

05. Variables.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/05. Variables.webm

20.28 MB

02. Running Scripts.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/02. Running Scripts.webm

14.24 MB

06. Code Challenges.md

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/01. Meet Python/06. Code Challenges.md

908 Bytes

03. Functions and Looping

6 files • 125.45 MB

01. Functions.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/03. Functions and Looping/01. Functions.webm

30.28 MB

02. Returning Values.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/03. Functions and Looping/02. Returning Values.webm

24.82 MB

05. While Loops.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/03. Functions and Looping/05. While Loops.webm

24.61 MB

03. Expecting Exceptions.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/03. Functions and Looping/03. Expecting Exceptions.webm

18.57 MB

04. Raising Exceptions.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/03. Functions and Looping/04. Raising Exceptions.webm

15.95 MB

06. For Loops.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/03. Functions and Looping/06. For Loops.webm

11.23 MB

02. Types and Branching

6 files • 120.33 MB

01. Numeric.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/02. Types and Branching/01. Numeric.webm

27.06 MB

06. Comparisons.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/02. Types and Branching/06. Comparisons.webm

25.42 MB

05. If, Else and Elif.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/02. Types and Branching/05. If, Else and Elif.webm

22.88 MB

04. Booleans.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/02. Types and Branching/04. Booleans.webm

17.58 MB

02. Strings and Operators.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/02. Types and Branching/02. Strings and Operators.webm

14.02 MB

03. String Methods.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/02. Types and Branching/03. String Methods.webm

13.39 MB

04. All Together Now

6 files • 109.28 MB

05. Cleaner Code Through Refactoring.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/04. All Together Now/05. Cleaner Code Through Refactoring.webm

21.1 MB

04. Handle Exceptions.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/04. All Together Now/04. Handle Exceptions.webm

19.96 MB

03. Branch and Loop.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/04. All Together Now/03. Branch and Loop.webm

19.29 MB

06. Wrapping Up.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/04. All Together Now/06. Wrapping Up.webm

18.82 MB

01. The Project.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/04. All Together Now/01. The Project.webm

17.47 MB

02. Gather Information.webm

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/04. All Together Now/02. Gather Information.webm

12.63 MB

Python Basics.md

TeamTreehouse - Beginning Data Science (Track)/02. Python Basics/Python Basics.md

5.63 KB

14. Preparing Data for Analysis

11 files • 203.09 MB

02. Data Cleaning

7 files • 151.53 MB

01. Cleaning A Spreadsheet.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/01. Cleaning A Spreadsheet.webm

35.38 MB

04. Cleaning A CSV Part 2.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/04. Cleaning A CSV Part 2.webm

24.4 MB

05. Cleaning A CSV Part 3.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/05. Cleaning A CSV Part 3.webm

23.96 MB

06. Cleaning A CSV Part 4.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/06. Cleaning A CSV Part 4.webm

23.67 MB

03. Cleaning A CSV.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/03. Cleaning A CSV.webm

22.81 MB

02. Cleaning A Spreadsheet Part 2.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/02. Cleaning A Spreadsheet Part 2.webm

21.28 MB

Project Files

1 files • 38 KB

preparing-data-for-analysis-student.zip

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/02. Data Cleaning/Project Files/preparing-data-for-analysis-student.zip

38 KB

01. Understanding Cleaning Data

3 files • 51.56 MB

03. Bad Data Types.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/01. Understanding Cleaning Data/03. Bad Data Types.webm

17.52 MB

02. Context.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/01. Understanding Cleaning Data/02. Context.webm

17.35 MB

01. What Is Cleaning Data.webm

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/01. Understanding Cleaning Data/01. What Is Cleaning Data.webm

16.69 MB

Preparing Data for Analysis.md

TeamTreehouse - Beginning Data Science (Track)/14. Preparing Data for Analysis/Preparing Data for Analysis.md

2.31 KB

18. Data from APIs

5 files • 88.39 MB

01. Accessing an API with Python.webm

TeamTreehouse - Beginning Data Science (Track)/18. Data from APIs/01. Accessing an API with Python.webm

32.28 MB

03. Calling the API.webm

TeamTreehouse - Beginning Data Science (Track)/18. Data from APIs/03. Calling the API.webm

25.47 MB

04. Saving the Data.webm

TeamTreehouse - Beginning Data Science (Track)/18. Data from APIs/04. Saving the Data.webm

22.3 MB

02. Gathering Weather Data.webm

TeamTreehouse - Beginning Data Science (Track)/18. Data from APIs/02. Gathering Weather Data.webm

8.34 MB

Data from APIs.md

TeamTreehouse - Beginning Data Science (Track)/18. Data from APIs/Data from APIs.md

1.02 KB

03. Introducing Lists

14 files • 187.7 MB

01. Meet Lists

5 files • 85.85 MB

04. Indexing.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/01. Meet Lists/04. Indexing.webm

31.57 MB

01. Welcome.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/01. Meet Lists/01. Welcome.webm

16.24 MB

05. Deletion.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/01. Meet Lists/05. Deletion.webm

14.6 MB

03. Addition.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/01. Meet Lists/03. Addition.webm

13.26 MB

02. Creation.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/01. Meet Lists/02. Creation.webm

10.18 MB

03. Build an Application

4 files • 48.72 MB

01. The Application.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/03. Build an Application/01. The Application.webm

18.62 MB

03. Display the List.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/03. Build an Application/03. Display the List.webm

13.87 MB

02. Add Items.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/03. Build an Application/02. Add Items.webm

10.15 MB

04. Wrap Up.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/03. Build an Application/04. Wrap Up.webm

6.09 MB

02. Using Lists

4 files • 53.13 MB

02. Mutability.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/02. Using Lists/02. Mutability.webm

14.51 MB

04. Multidimensional Lists.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/02. Using Lists/04. Multidimensional Lists.webm

14.17 MB

03. Split and Join.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/02. Using Lists/03. Split and Join.webm

13.41 MB

01. Iteration.webm

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/02. Using Lists/01. Iteration.webm

11.04 MB

Introducing Lists.md

TeamTreehouse - Beginning Data Science (Track)/03. Introducing Lists/Introducing Lists.md

3.54 KB

08. Object-Oriented Python

25 files • 394.03 MB

01. Instant Objects

6 files • 96.76 MB

05. Design.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/01. Instant Objects/05. Design.webm

31.53 MB

01. What Are Objects And Classes.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/01. Instant Objects/01. What Are Objects And Classes.webm

29.96 MB

03. Methods.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/01. Instant Objects/03. Methods.webm

14.04 MB

04. Method Arguments.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/01. Instant Objects/04. Method Arguments.webm

13.49 MB

02. Lets Make a Class!.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/01. Instant Objects/02. Lets Make a Class!.webm

7.62 MB

Project Files

1 files • 130.13 KB

Object-Oriented+Python+2.zip

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/01. Instant Objects/Project Files/Object-Oriented+Python+2.zip

130.13 KB

02. Inheritance

5 files • 87.05 MB

03. Multiple Superclasses.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/02. Inheritance/03. Multiple Superclasses.webm

31.27 MB

04. Family Tree.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/02. Inheritance/04. Family Tree.webm

20.08 MB

01. Complex Relationships.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/02. Inheritance/01. Complex Relationships.webm

18.73 MB

02. Super-Duper!.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/02. Inheritance/02. Super-Duper!.webm

16.84 MB

Project Files

1 files • 130.13 KB

Object-Oriented+Python+2.zip

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/02. Inheritance/Project Files/Object-Oriented+Python+2.zip

130.13 KB

03. Advanced Objects

7 files • 125.68 MB

04. Subclassing Built-ins.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/04. Subclassing Built-ins.webm

28.47 MB

03. Emulating Built-ins.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/03. Emulating Built-ins.webm

24.24 MB

06. Special Methods.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/06. Special Methods.webm

19.91 MB

01. Controlling Conversion.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/01. Controlling Conversion.webm

19.7 MB

05. Constructicons.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/05. Constructicons.webm

19.3 MB

02. Math.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/02. Math.webm

13.95 MB

Project Files

1 files • 130.13 KB

Object-Oriented+Python+2.zip

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/03. Advanced Objects/Project Files/Object-Oriented+Python+2.zip

130.13 KB

04. Dice Roller

6 files • 84.53 MB

03. Giving a Hand.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/04. Dice Roller/03. Giving a Hand.webm

19.73 MB

02. Comparing and Combining Dice.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/04. Dice Roller/02. Comparing and Combining Dice.webm

17.75 MB

01. Project Breakdown.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/04. Dice Roller/01. Project Breakdown.webm

17.06 MB

05. Where to Now.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/04. Dice Roller/05. Where to Now.webm

15.72 MB

04. Yatzy Scoring.webm

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/04. Dice Roller/04. Yatzy Scoring.webm

14.14 MB

Project Files

1 files • 130.13 KB

Object-Oriented+Python+2.zip

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/04. Dice Roller/Project Files/Object-Oriented+Python+2.zip

130.13 KB

Object-Oriented Python.md

TeamTreehouse - Beginning Data Science (Track)/08. Object-Oriented Python/Object-Oriented Python.md

7.13 KB

20. Machine Learning Basics

11 files • 145.98 MB

01. Introduction to Machine Learning

3 files • 70.71 MB

02. Supervised and Unsupervised Learning.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/01. Introduction to Machine Learning/02. Supervised and Unsupervised Learning.webm

29.39 MB

01. What is Machine Learning.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/01. Introduction to Machine Learning/01. What is Machine Learning.webm

22.4 MB

03. Machine Learning Frameworks.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/01. Introduction to Machine Learning/03. Machine Learning Frameworks.webm

18.93 MB

03. Writing a Classifier

5 files • 51.55 MB

01. Installing scikit-learn using Anaconda.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/03. Writing a Classifier/01. Installing scikit-learn using Anaconda.webm

18.02 MB

02. Loading a Dataset.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/03. Writing a Classifier/02. Loading a Dataset.webm

14.41 MB

03. Making Predictions with a Classifier.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/03. Writing a Classifier/03. Making Predictions with a Classifier.webm

11.34 MB

04. Machine Learning Review.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/03. Writing a Classifier/04. Machine Learning Review.webm

7.79 MB

Project Files

1 files • 614 Bytes

ML-machine-learning-basics.zip

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/03. Writing a Classifier/Project Files/ML-machine-learning-basics.zip

614 Bytes

02. Machine Learning Vocabulary

2 files • 23.71 MB

01. Examples and Features.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/02. Machine Learning Vocabulary/01. Examples and Features.webm

12.81 MB

02. Labels and Classifiers.webm

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/02. Machine Learning Vocabulary/02. Labels and Classifiers.webm

10.9 MB

Machine Learning Basics.md

TeamTreehouse - Beginning Data Science (Track)/20. Machine Learning Basics/Machine Learning Basics.md

3.36 KB

11. Jupyter Notebooks

5 files • 75.57 MB

03. Graphs and Charts.webm

TeamTreehouse - Beginning Data Science (Track)/11. Jupyter Notebooks/03. Graphs and Charts.webm

25.31 MB

04. Other Languages.webm

TeamTreehouse - Beginning Data Science (Track)/11. Jupyter Notebooks/04. Other Languages.webm

20.2 MB

01. Installation and Creating Your First Notebook.webm

TeamTreehouse - Beginning Data Science (Track)/11. Jupyter Notebooks/01. Installation and Creating Your First Notebook.webm

17.66 MB

02. Running Code in Cells.webm

TeamTreehouse - Beginning Data Science (Track)/11. Jupyter Notebooks/02. Running Code in Cells.webm

12.4 MB

Jupyter Notebooks.md

TeamTreehouse - Beginning Data Science (Track)/11. Jupyter Notebooks/Jupyter Notebooks.md

1.24 KB

10. Introduction to Anaconda

5 files • 69.2 MB

01. What is Anaconda and why use it.webm

TeamTreehouse - Beginning Data Science (Track)/10. Introduction to Anaconda/01. What is Anaconda and why use it.webm

21.77 MB

04. miniconda.webm

TeamTreehouse - Beginning Data Science (Track)/10. Introduction to Anaconda/04. miniconda.webm

20.41 MB

02. Installing Anaconda.webm

TeamTreehouse - Beginning Data Science (Track)/10. Introduction to Anaconda/02. Installing Anaconda.webm

17.66 MB

03. Using conda to Install Packages.webm

TeamTreehouse - Beginning Data Science (Track)/10. Introduction to Anaconda/03. Using conda to Install Packages.webm

9.35 MB

Introduction to Anaconda.md

TeamTreehouse - Beginning Data Science (Track)/10. Introduction to Anaconda/Introduction to Anaconda.md

1.13 KB

15. Introduction to Data Visualization with Matplotlib

16 files • 177.24 MB

03. Data Eruption

4 files • 42.69 MB

02. Decision Process.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/02. Decision Process.webm

20.41 MB

01. Problem Discussion.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/01. Problem Discussion.webm

13.14 MB

03. Problem Summary and Presentation.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/03. Problem Summary and Presentation.webm

8.88 MB

Project Files

1 files • 265.59 KB

intro_matplotlib.zip

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/Project Files/intro_matplotlib.zip

265.59 KB

02. Chart Toppers

6 files • 81.24 MB

01. Our Data Set - Flower Power.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/01. Our Data Set - Flower Power.webm

19.09 MB

03. Histogram.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/03. Histogram.webm

18.01 MB

02. Scatter Plot.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/02. Scatter Plot.webm

17.23 MB

04. Box Plot.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/04. Box Plot.webm

14.64 MB

05. Saving Your Work.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/05. Saving Your Work.webm

12.02 MB

Project Files

1 files • 265.59 KB

intro_matplotlib.zip

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/Project Files/intro_matplotlib.zip

265.59 KB

01. Getting Started with Data Visualization

5 files • 53.32 MB

04. Chart Types & Reasons to Use.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/04. Chart Types & Reasons to Use.webm

18.92 MB

01. Welcome to Matplotlib.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/01. Welcome to Matplotlib.webm

13.19 MB

03. The Legend of Charting.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/03. The Legend of Charting.webm

10.76 MB

02. Getting Started with Charting.webm

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/02. Getting Started with Charting.webm

10.19 MB

Project Files

1 files • 265.59 KB

intro_matplotlib.zip

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/Project Files/intro_matplotlib.zip

265.59 KB

Introduction to Data Visualization with Matplotlib.md

TeamTreehouse - Beginning Data Science (Track)/15. Introduction to Data Visualization with Matplotlib/Introduction to Data Visualization with Matplotlib.md

4.51 KB

04. Introducing Dictionaries

8 files • 52.77 MB

01. Introducing Dictionaries

4 files • 40.32 MB

01. What is a dictionary.webm

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/01. Introducing Dictionaries/01. What is a dictionary.webm

15.55 MB

02. Dictionary Syntax and KeyValue Pairs.webm

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/01. Introducing Dictionaries/02. Dictionary Syntax and KeyValue Pairs.webm

12.19 MB

04. Update and Mutate Dictionaries.webm

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/01. Introducing Dictionaries/04. Update and Mutate Dictionaries.webm

6.29 MB

03. Accessing Keys and Values.webm

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/01. Introducing Dictionaries/03. Accessing Keys and Values.webm

6.29 MB

02. Iterating and Packing with Dictionaries

3 files • 12.44 MB

01. Iterate over Dictionaries.webm

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/01. Iterate over Dictionaries.webm

6.28 MB

02. Packing with Dictionaries.webm

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/02. Packing with Dictionaries.webm

6.16 MB

03. Unpacking with Dictionaries.md

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/03. Unpacking with Dictionaries.md

1.16 KB

Introducing Dictionaries.md

TeamTreehouse - Beginning Data Science (Track)/04. Introducing Dictionaries/Introducing Dictionaries.md

2.89 KB

06. Functions, Packing, and Unpacking

15 files • 83.54 MB

03. Packing and Unpacking

4 files • 28.35 MB

01. Packing.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/03. Packing and Unpacking/01. Packing.webm

13.49 MB

02. Packing, a Practical Example.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/03. Packing and Unpacking/02. Packing, a Practical Example.webm

5.36 MB

04. Unpacking, a Practical Example.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/03. Packing and Unpacking/04. Unpacking, a Practical Example.webm

5 MB

03. Unpacking.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/03. Packing and Unpacking/03. Unpacking.webm

4.5 MB

01. Introduction to Functions

4 files • 29.44 MB

01. Recap of Functions.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/01. Introduction to Functions/01. Recap of Functions.webm

11.44 MB

04. Lets Talk About Scope.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/01. Introduction to Functions/04. Lets Talk About Scope.webm

10.96 MB

02. Defining a Function.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/01. Introduction to Functions/02. Defining a Function.webm

3.93 MB

03. Calling a Function.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/01. Introduction to Functions/03. Calling a Function.webm

3.11 MB

02. Getting Info In and Out of Functions

6 files • 25.75 MB

03. All About Returns.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/03. All About Returns.webm

8.22 MB

04. Arguments and Parameters.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/04. Arguments and Parameters.webm

6.65 MB

06. Multiple Arguments and Parameters.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/06. Multiple Arguments and Parameters.webm

5.99 MB

01. Moving Forward.webm

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/01. Moving Forward.webm

4.88 MB

05. Function Gotchas.md

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/05. Function Gotchas.md

1.56 KB

02. Functions Recap and Cheat Sheet.md

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/02. Functions Recap and Cheat Sheet.md

1.38 KB

Functions, Packing, and Unpacking.md

TeamTreehouse - Beginning Data Science (Track)/06. Functions, Packing, and Unpacking/Functions, Packing, and Unpacking.md

4.17 KB

05. Python Sequences

13 files • 68.4 MB

01. Sequence Iteration

4 files • 33.77 MB

01. Lets Chat About Sequences.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/01. Sequence Iteration/01. Lets Chat About Sequences.webm

11.6 MB

02. Iterating with Basic For Loops.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/01. Sequence Iteration/02. Iterating with Basic For Loops.webm

8.72 MB

03. Iterating with Enumerate.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/01. Sequence Iteration/03. Iterating with Enumerate.webm

7.08 MB

04. Iterating with Ranges.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/01. Sequence Iteration/04. Iterating with Ranges.webm

6.38 MB

02. Sequence Operations

8 files • 34.62 MB

01. Sequence Operations.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/01. Sequence Operations.webm

7.81 MB

02. Slices.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/02. Slices.webm

6.99 MB

05. Count and Index.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/05. Count and Index.webm

6.86 MB

07. Concatenation and Multiplication.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/07. Concatenation and Multiplication.webm

4.42 MB

03. Len, Min, and Max.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/03. Len, Min, and Max.webm

4.42 MB

04. Membership Testing.webm

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/04. Membership Testing.webm

4.12 MB

08. Sequence Operations Cheat Sheet.md

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/08. Sequence Operations Cheat Sheet.md

2.7 KB

06. Code Samples Membership Testing, Count, and Index.md

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/02. Sequence Operations/06. Code Samples Membership Testing, Count, and Index.md

1.19 KB

Python Sequences.md

TeamTreehouse - Beginning Data Science (Track)/05. Python Sequences/Python Sequences.md

3.48 KB

07. Introducing Tuples

5 files • 16.8 MB

Getting to Know Tuples

4 files • 16.8 MB

02. Recap.webm

TeamTreehouse - Beginning Data Science (Track)/07. Introducing Tuples/Getting to Know Tuples/02. Recap.webm

8.99 MB

01. Introducing Tuples.webm

TeamTreehouse - Beginning Data Science (Track)/07. Introducing Tuples/Getting to Know Tuples/01. Introducing Tuples.webm

7.81 MB

04. Tuple Syntax.md

TeamTreehouse - Beginning Data Science (Track)/07. Introducing Tuples/Getting to Know Tuples/04. Tuple Syntax.md

2.58 KB

03. Tuples vs. Lists.md

TeamTreehouse - Beginning Data Science (Track)/07. Introducing Tuples/Getting to Know Tuples/03. Tuples vs. Lists.md

2.06 KB

Introducing Tuples.md

TeamTreehouse - Beginning Data Science (Track)/07. Introducing Tuples/Introducing Tuples.md

1.83 KB

Beginning Data Science.md

TeamTreehouse - Beginning Data Science (Track)/Beginning Data Science.md

6.65 KB

Common Issues with Data Scraping

1 files • 1.67 KB

16. More Visualization

1 files • 1.01 KB

09. Learning SQL

1 files • 495 Bytes

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