[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

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[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

473 files • 10.48 GB

0. Websites you may like

3 files • 382 Bytes

[CourseClub.ME].url

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[FCS Forum].url

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[FreeCourseSite.com].url

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01 Introduction to Course

11 files • 189.18 MB

001 Welcome to the Course!.html

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/001 Welcome to the Course!.html

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002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!.mp4

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002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!_en.srt

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003 Anaconda Python and Jupyter Install and Setup.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/003 Anaconda Python and Jupyter Install and Setup.mp4

84.52 MB

003 Anaconda Python and Jupyter Install and Setup_en.srt

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004 Note on Environment Setup - Please read me!.html

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/004 Note on Environment Setup - Please read me!.html

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005 Environment Setup.mp4

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005 Environment Setup_en.srt

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UNZIP-FOR-NOTEBOOKS-Ver7.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/UNZIP-FOR-NOTEBOOKS-Ver7.zip

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external-assets-links.txt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/external-assets-links.txt

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requirements.txt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/01 Introduction to Course/requirements.txt

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02 OPTIONAL_ Python Crash Course

11 files • 129.01 MB

001 OPTIONAL_ Python Crash Course.html

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/02 OPTIONAL_ Python Crash Course/001 OPTIONAL_ Python Crash Course.html

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002 Python Crash Course - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/02 OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One.mp4

29.76 MB

002 Python Crash Course - Part One_en.srt

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003 Python Crash Course - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/02 OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two.mp4

25.85 MB

003 Python Crash Course - Part Two_en.srt

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004 Python Crash Course - Part Three.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/02 OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three.mp4

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004 Python Crash Course - Part Three_en.srt

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005 Python Crash Course - Exercise Questions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/02 OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions.mp4

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005 Python Crash Course - Exercise Questions_en.srt

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006 Python Crash Course - Exercise Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/02 OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions.mp4

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006 Python Crash Course - Exercise Solutions_en.srt

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03 Machine Learning Pathway Overview

2 files • 40.56 MB

001 Machine Learning Pathway.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/03 Machine Learning Pathway Overview/001 Machine Learning Pathway.mp4

40.54 MB

001 Machine Learning Pathway_en.srt

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04 NumPy

12 files • 227.64 MB

001 Introduction to NumPy.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/001 Introduction to NumPy.mp4

7.88 MB

001 Introduction to NumPy_en.srt

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3.01 KB

002 NumPy Arrays.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/002 NumPy Arrays.mp4

99.45 MB

002 NumPy Arrays_en.srt

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31.91 KB

003 NumPy Indexing and Selection.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/003 NumPy Indexing and Selection.mp4

39.64 MB

003 NumPy Indexing and Selection_en.srt

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16.22 KB

004 NumPy Operations.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/004 NumPy Operations.mp4

36.04 MB

004 NumPy Operations_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/004 NumPy Operations_en.srt

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005 NumPy Exercises.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/005 NumPy Exercises.mp4

9.66 MB

005 NumPy Exercises_en.srt

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006 Numpy Exercises - Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/006 Numpy Exercises - Solutions.mp4

34.9 MB

006 Numpy Exercises - Solutions_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/04 NumPy/006 Numpy Exercises - Solutions_en.srt

10.87 KB

05 Pandas

56 files • 1.72 GB

001 Introduction to Pandas.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/001 Introduction to Pandas.mp4

8.72 MB

001 Introduction to Pandas_en.srt

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7.24 KB

002 Series - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/002 Series - Part One.mp4

28.63 MB

002 Series - Part One_en.srt

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13.39 KB

003 Series - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/003 Series - Part Two.mp4

26.13 MB

003 Series - Part Two_en.srt

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15.38 KB

004 DataFrames - Part One - Creating a DataFrame.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/004 DataFrames - Part One - Creating a DataFrame.mp4

97.4 MB

004 DataFrames - Part One - Creating a DataFrame_en.srt

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005 DataFrames - Part Two - Basic Properties.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/005 DataFrames - Part Two - Basic Properties.mp4

40.26 MB

005 DataFrames - Part Two - Basic Properties_en.srt

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13.28 KB

006 DataFrames - Part Three - Working with Columns.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/006 DataFrames - Part Three - Working with Columns.mp4

84.07 MB

006 DataFrames - Part Three - Working with Columns_en.srt

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20.61 KB

007 DataFrames - Part Four - Working with Rows.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/007 DataFrames - Part Four - Working with Rows.mp4

72.57 MB

007 DataFrames - Part Four - Working with Rows_en.srt

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21.09 KB

008 Pandas - Conditional Filtering.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/008 Pandas - Conditional Filtering.mp4

69.23 MB

008 Pandas - Conditional Filtering_en.srt

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27.14 KB

009 Pandas - Useful Methods - Apply on Single Column.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/009 Pandas - Useful Methods - Apply on Single Column.mp4

53.73 MB

009 Pandas - Useful Methods - Apply on Single Column_en.srt

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20.23 KB

010 Pandas - Useful Methods - Apply on Multiple Columns.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns.mp4

85.33 MB

010 Pandas - Useful Methods - Apply on Multiple Columns_en.srt

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25.93 KB

011 Pandas - Useful Methods - Statistical Information and Sorting.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting.mp4

74.4 MB

011 Pandas - Useful Methods - Statistical Information and Sorting_en.srt

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23.4 KB

012 Missing Data - Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/012 Missing Data - Overview.mp4

27.26 MB

012 Missing Data - Overview_en.srt

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18.36 KB

013 Missing Data - Pandas Operations.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/013 Missing Data - Pandas Operations.mp4

73.6 MB

013 Missing Data - Pandas Operations_en.srt

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27.41 KB

014 GroupBy Operations - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/014 GroupBy Operations - Part One.mp4

86.92 MB

014 GroupBy Operations - Part One_en.srt

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21.41 KB

015 GroupBy Operations - Part Two - MultiIndex.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/015 GroupBy Operations - Part Two - MultiIndex.mp4

93.05 MB

015 GroupBy Operations - Part Two - MultiIndex_en.srt

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20.86 KB

016 Combining DataFrames - Concatenation.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/016 Combining DataFrames - Concatenation.mp4

36.84 MB

016 Combining DataFrames - Concatenation_en.srt

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15.02 KB

017 Combining DataFrames - Inner Merge.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/017 Combining DataFrames - Inner Merge.mp4

40.28 MB

017 Combining DataFrames - Inner Merge_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/017 Combining DataFrames - Inner Merge_en.srt

18.52 KB

018 Combining DataFrames - Left and Right Merge.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/018 Combining DataFrames - Left and Right Merge.mp4

16.43 MB

018 Combining DataFrames - Left and Right Merge_en.srt

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019 Combining DataFrames - Outer Merge.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/019 Combining DataFrames - Outer Merge.mp4

22.19 MB

019 Combining DataFrames - Outer Merge_en.srt

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14.57 KB

020 Pandas - Text Methods for String Data.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/020 Pandas - Text Methods for String Data.mp4

45.14 MB

020 Pandas - Text Methods for String Data_en.srt

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23.95 KB

021 Pandas - Time Methods for Date and Time Data.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/021 Pandas - Time Methods for Date and Time Data.mp4

80.22 MB

021 Pandas - Time Methods for Date and Time Data_en.srt

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022 Pandas Input and Output - CSV Files.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/022 Pandas Input and Output - CSV Files.mp4

37.13 MB

022 Pandas Input and Output - CSV Files_en.srt

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023 Pandas Input and Output - HTML Tables.mp4

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102.38 MB

023 Pandas Input and Output - HTML Tables_en.srt

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22.36 KB

024 Pandas Input and Output - Excel Files.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/024 Pandas Input and Output - Excel Files.mp4

25.91 MB

024 Pandas Input and Output - Excel Files_en.srt

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10.88 KB

025 Pandas Input and Output - SQL Databases.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/025 Pandas Input and Output - SQL Databases.mp4

96.18 MB

025 Pandas Input and Output - SQL Databases_en.srt

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29.43 KB

026 Pandas Pivot Tables.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/026 Pandas Pivot Tables.mp4

128.74 MB

026 Pandas Pivot Tables_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/026 Pandas Pivot Tables_en.srt

32.18 KB

027 Pandas Project Exercise Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/027 Pandas Project Exercise Overview.mp4

39.38 MB

027 Pandas Project Exercise Overview_en.srt

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9.59 KB

028 Pandas Project Exercise Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/028 Pandas Project Exercise Solutions.mp4

172.62 MB

028 Pandas Project Exercise Solutions_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/05 Pandas/028 Pandas Project Exercise Solutions_en.srt

38.77 KB

06 Matplotlib

22 files • 437.28 MB

001 Introduction to Matplotlib.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/001 Introduction to Matplotlib.mp4

11.39 MB

001 Introduction to Matplotlib_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/001 Introduction to Matplotlib_en.srt

6.72 KB

002 Matplotlib Basics.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/002 Matplotlib Basics.mp4

31.07 MB

002 Matplotlib Basics_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/002 Matplotlib Basics_en.srt

19.64 KB

003 Matplotlib - Understanding the Figure Object.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/003 Matplotlib - Understanding the Figure Object.mp4

11.7 MB

003 Matplotlib - Understanding the Figure Object_en.srt

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11.55 KB

004 Matplotlib - Implementing Figures and Axes.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/004 Matplotlib - Implementing Figures and Axes.mp4

34.86 MB

004 Matplotlib - Implementing Figures and Axes_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/004 Matplotlib - Implementing Figures and Axes_en.srt

20.97 KB

005 Matplotlib - Figure Parameters.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/005 Matplotlib - Figure Parameters.mp4

11.4 MB

005 Matplotlib - Figure Parameters_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/005 Matplotlib - Figure Parameters_en.srt

7.65 KB

006 Matplotlib - Subplots Functionality.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/006 Matplotlib - Subplots Functionality.mp4

96.18 MB

006 Matplotlib - Subplots Functionality_en.srt

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28.63 KB

007 Matplotlib Styling - Legends.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/007 Matplotlib Styling - Legends.mp4

16.21 MB

007 Matplotlib Styling - Legends_en.srt

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10.36 KB

008 Matplotlib Styling - Colors and Styles.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/008 Matplotlib Styling - Colors and Styles.mp4

44.29 MB

008 Matplotlib Styling - Colors and Styles_en.srt

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21.04 KB

009 Advanced Matplotlib Commands (Optional).mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/009 Advanced Matplotlib Commands (Optional).mp4

25.24 MB

009 Advanced Matplotlib Commands (Optional)_en.srt

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6.49 KB

010 Matplotlib Exercise Questions Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/010 Matplotlib Exercise Questions Overview.mp4

48.94 MB

010 Matplotlib Exercise Questions Overview_en.srt

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9.33 KB

011 Matplotlib Exercise Questions - Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/06 Matplotlib/011 Matplotlib Exercise Questions - Solutions.mp4

105.83 MB

011 Matplotlib Exercise Questions - Solutions_en.srt

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24.53 KB

07 Seaborn Data Visualizations

28 files • 683.13 MB

001 Introduction to Seaborn.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/001 Introduction to Seaborn.mp4

10.53 MB

001 Introduction to Seaborn_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/001 Introduction to Seaborn_en.srt

6.51 KB

002 Scatterplots with Seaborn.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4

111.13 MB

002 Scatterplots with Seaborn_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/002 Scatterplots with Seaborn_en.srt

29.72 KB

003 Distribution Plots - Part One - Understanding Plot Types.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/003 Distribution Plots - Part One - Understanding Plot Types.mp4

15.04 MB

003 Distribution Plots - Part One - Understanding Plot Types_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/003 Distribution Plots - Part One - Understanding Plot Types_en.srt

15 KB

004 Distribution Plots - Part Two - Coding with Seaborn.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/004 Distribution Plots - Part Two - Coding with Seaborn.mp4

44.41 MB

004 Distribution Plots - Part Two - Coding with Seaborn_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/004 Distribution Plots - Part Two - Coding with Seaborn_en.srt

24.79 KB

005 Categorical Plots - Statistics within Categories - Understanding Plot Types.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/07 Seaborn Data Visualizations/005 Categorical Plots - Statistics within Categories - Understanding Plot Types.mp4

16 MB

005 Categorical Plots - Statistics within Categories - Understanding Plot Types_en.srt

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006 Categorical Plots - Statistics within Categories - Coding with Seaborn.mp4

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14.61 KB

007 Categorical Plots - Distributions within Categories - Understanding Plot Types.mp4

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44.98 MB

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008 Categorical Plots - Distributions within Categories - Coding with Seaborn.mp4

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84.59 MB

008 Categorical Plots - Distributions within Categories - Coding with Seaborn_en.srt

28.26 KB

009 Seaborn - Comparison Plots - Understanding the Plot Types.mp4

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10.57 MB

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8.74 KB

010 Seaborn - Comparison Plots - Coding with Seaborn.mp4

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51.13 MB

010 Seaborn - Comparison Plots - Coding with Seaborn_en.srt

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15.71 KB

011 Seaborn Grid Plots.mp4

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011 Seaborn Grid Plots_en.srt

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012 Seaborn - Matrix Plots.mp4

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34.45 MB

012 Seaborn - Matrix Plots_en.srt

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21.09 KB

013 Seaborn Plot Exercises Overview.mp4

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15.8 MB

013 Seaborn Plot Exercises Overview_en.srt

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014 Seaborn Plot Exercises Solutions.mp4

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014 Seaborn Plot Exercises Solutions_en.srt

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22.39 KB

08 Data Analysis and Visualization Capstone Project Exercise

8 files • 438.69 MB

001 Capstone Project Overview.mp4

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93.2 MB

001 Capstone Project Overview_en.srt

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20.6 KB

002 Capstone Project Solutions - Part One.mp4

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101.92 MB

002 Capstone Project Solutions - Part One_en.srt

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26.84 KB

003 Capstone Project Solutions - Part Two.mp4

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106.21 MB

003 Capstone Project Solutions - Part Two_en.srt

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004 Capstone Project Solutions - Part Three.mp4

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137.26 MB

004 Capstone Project Solutions - Part Three_en.srt

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09 Machine Learning Concepts Overview

10 files • 95.58 MB

001 Introduction to Machine Learning Overview Section.mp4

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13.19 MB

001 Introduction to Machine Learning Overview Section_en.srt

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8.58 KB

002 Why Machine Learning_.mp4

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21.01 MB

002 Why Machine Learning__en.srt

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14.66 KB

003 Types of Machine Learning Algorithms.mp4

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18.11 MB

003 Types of Machine Learning Algorithms_en.srt

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11.63 KB

004 Supervised Machine Learning Process.mp4

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004 Supervised Machine Learning Process_en.srt

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19.77 KB

005 Companion Book - Introduction to Statistical Learning.mp4

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005 Companion Book - Introduction to Statistical Learning_en.srt

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10 Linear Regression

56 files • 1.12 GB

001 Introduction to Linear Regression Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/001 Introduction to Linear Regression Section.mp4

3.38 MB

001 Introduction to Linear Regression Section_en.srt

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2.68 KB

002 Linear Regression - Algorithm History.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/002 Linear Regression - Algorithm History.mp4

54.71 MB

002 Linear Regression - Algorithm History_en.srt

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13.09 KB

003 Linear Regression - Understanding Ordinary Least Squares.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/003 Linear Regression - Understanding Ordinary Least Squares.mp4

73.28 MB

003 Linear Regression - Understanding Ordinary Least Squares_en.srt

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22.53 KB

004 Linear Regression - Cost Functions.mp4

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16.64 MB

004 Linear Regression - Cost Functions_en.srt

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005 Linear Regression - Gradient Descent.mp4

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005 Linear Regression - Gradient Descent_en.srt

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16.73 KB

006 Python coding Simple Linear Regression.mp4

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006 Python coding Simple Linear Regression_en.srt

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28.14 KB

007 Overview of Scikit-Learn and Python.mp4

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23.14 MB

007 Overview of Scikit-Learn and Python_en.srt

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10.96 KB

008 Linear Regression - Scikit-Learn Train Test Split.mp4

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61.44 MB

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23.78 KB

009 Linear Regression - Scikit-Learn Performance Evaluation - Regression.mp4

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009 Linear Regression - Scikit-Learn Performance Evaluation - Regression_en.srt

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23 KB

010 Linear Regression - Residual Plots.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/010 Linear Regression - Residual Plots.mp4

29.66 MB

010 Linear Regression - Residual Plots_en.srt

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20.22 KB

011 Linear Regression - Model Deployment and Coefficient Interpretation.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/011 Linear Regression - Model Deployment and Coefficient Interpretation.mp4

81.24 MB

011 Linear Regression - Model Deployment and Coefficient Interpretation_en.srt

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25.62 KB

012 Polynomial Regression - Theory and Motivation.mp4

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012 Polynomial Regression - Theory and Motivation_en.srt

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013 Polynomial Regression - Creating Polynomial Features.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/013 Polynomial Regression - Creating Polynomial Features.mp4

40.08 MB

013 Polynomial Regression - Creating Polynomial Features_en.srt

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16.39 KB

014 Polynomial Regression - Training and Evaluation.mp4

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36.31 MB

014 Polynomial Regression - Training and Evaluation_en.srt

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015 Bias Variance Trade-Off.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/015 Bias Variance Trade-Off.mp4

36.19 MB

015 Bias Variance Trade-Off_en.srt

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016 Polynomial Regression - Choosing Degree of Polynomial.mp4

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016 Polynomial Regression - Choosing Degree of Polynomial_en.srt

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017 Polynomial Regression - Model Deployment.mp4

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017 Polynomial Regression - Model Deployment_en.srt

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8.38 KB

018 Regularization Overview.mp4

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13.07 MB

018 Regularization Overview_en.srt

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019 Feature Scaling.mp4

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24.36 MB

019 Feature Scaling_en.srt

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14.83 KB

020 Introduction to Cross Validation.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/020 Introduction to Cross Validation.mp4

29.28 MB

020 Introduction to Cross Validation_en.srt

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021 Regularization Data Setup.mp4

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021 Regularization Data Setup_en.srt

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12.42 KB

022 L2 Regularization - Ridge Regression Theory.mp4

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61.08 MB

022 L2 Regularization - Ridge Regression Theory_en.srt

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023 L2 Regularization - Ridge Regression - Python Implementation.mp4

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89.37 MB

023 L2 Regularization - Ridge Regression - Python Implementation_en.srt

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023 L2 Regularization - Ridge Regression - Python Implementation_en.vtt

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024 L1 Regularization - Lasso Regression - Background and Implementation.mp4

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94.55 MB

024 L1 Regularization - Lasso Regression - Background and Implementation_en.srt

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024 L1 Regularization - Lasso Regression - Background and Implementation_en.vtt

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025 L1 and L2 Regularization - Elastic Net.mp4

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66.42 MB

025 L1 and L2 Regularization - Elastic Net_en.srt

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025 L1 and L2 Regularization - Elastic Net_en.vtt

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026 Linear Regression Project - Data Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/10 Linear Regression/026 Linear Regression Project - Data Overview.mp4

16.95 MB

026 Linear Regression Project - Data Overview_en.srt

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11 Feature Engineering and Data Preparation

13 files • 474.75 MB

001 A note from Jose on Feature Engineering and Data Preparation.html

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002 Introduction to Feature Engineering and Data Preparation.mp4

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40.68 MB

002 Introduction to Feature Engineering and Data Preparation_en.srt

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24.1 KB

003 Dealing with Outliers.mp4

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120.68 MB

003 Dealing with Outliers_en.srt

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41.2 KB

004 Dealing with Missing Data _ Part One - Evaluation of Missing Data.mp4

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31.43 MB

004 Dealing with Missing Data _ Part One - Evaluation of Missing Data_en.srt

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005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4

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117.6 MB

005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows_en.srt

31.42 KB

006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns.mp4

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105.28 MB

006 Dealing with Missing Data _ Part 3 - Fixing data based on Columns_en.srt

36.75 KB

007 Dealing with Categorical Data - Encoding Options.mp4

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58.93 MB

007 Dealing with Categorical Data - Encoding Options_en.srt

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20.1 KB

12 Cross Validation , Grid Search, and the Linear Regression Project

18 files • 393.94 MB

001 Section Overview and Introduction.mp4

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001 Section Overview and Introduction_en.srt

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002 Cross Validation - Test _ Train Split.mp4

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46.89 MB

002 Cross Validation - Test _ Train Split_en.srt

17.43 KB

003 Cross Validation - Test _ Validation _ Train Split.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/12 Cross Validation , Grid Search, and the Linear Regression Project/003 Cross Validation - Test _ Validation _ Train Split.mp4

59.45 MB

003 Cross Validation - Test _ Validation _ Train Split_en.srt

21.65 KB

004 Cross Validation - cross_val_score.mp4

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44.51 MB

004 Cross Validation - cross_val_score_en.srt

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004 Cross Validation - cross_val_score_en.vtt

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005 Cross Validation - cross_validate.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/12 Cross Validation , Grid Search, and the Linear Regression Project/005 Cross Validation - cross_validate.mp4

45.08 MB

005 Cross Validation - cross_validate_en.srt

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11.23 KB

006 Grid Search.mp4

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006 Grid Search_en.srt

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007 Linear Regression Project Overview.mp4

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23.55 MB

007 Linear Regression Project Overview_en.srt

5.82 KB

008 Linear Regression Project - Solutions.mp4

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008 Linear Regression Project - Solutions_en.srt

8.8 KB

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13 Logistic Regression

33 files • 667.95 MB

001 Early Bird Note on Downloading .zip for Logistic Regression Notes.html

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523 Bytes

002 Introduction to Logistic Regression Section.mp4

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13.94 MB

002 Introduction to Logistic Regression Section_en.srt

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8.39 KB

003 Logistic Regression - Theory and Intuition - Part One_ The Logistic Function.mp4

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17.35 MB

003 Logistic Regression - Theory and Intuition - Part One_ The Logistic Function_en.srt

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8.09 KB

004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic.mp4

11.07 MB

004 Logistic Regression - Theory and Intuition - Part Two_ Linear to Logistic_en.srt

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7.27 KB

005 Logistic Regression - Theory and Intuition - Linear to Logistic Math.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/005 Logistic Regression - Theory and Intuition - Linear to Logistic Math.mp4

36.05 MB

005 Logistic Regression - Theory and Intuition - Linear to Logistic Math_en.srt

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006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood.mp4

54.89 MB

006 Logistic Regression - Theory and Intuition - Best fit with Maximum Likelihood_en.srt

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007 Logistic Regression with Scikit-Learn - Part One - EDA.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/007 Logistic Regression with Scikit-Learn - Part One - EDA.mp4

62.6 MB

007 Logistic Regression with Scikit-Learn - Part One - EDA_en.srt

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21.9 KB

008 Logistic Regression with Scikit-Learn - Part Two - Model Training.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/008 Logistic Regression with Scikit-Learn - Part Two - Model Training.mp4

32.57 MB

008 Logistic Regression with Scikit-Learn - Part Two - Model Training_en.srt

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9.57 KB

009 Classification Metrics - Confusion Matrix and Accuracy.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/009 Classification Metrics - Confusion Matrix and Accuracy.mp4

21.72 MB

009 Classification Metrics - Confusion Matrix and Accuracy_en.srt

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010 Classification Metrics - Precison, Recall, F1-Score.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/010 Classification Metrics - Precison, Recall, F1-Score.mp4

23.42 MB

010 Classification Metrics - Precison, Recall, F1-Score_en.srt

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011 Classification Metrics - ROC Curves.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/011 Classification Metrics - ROC Curves.mp4

16.09 MB

011 Classification Metrics - ROC Curves_en.srt

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012 Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation.mp4

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63.65 MB

012 Logistic Regression with Scikit-Learn - Part Three - Performance Evaluation_en.srt

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23.43 KB

013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA.mp4

37.38 MB

013 Multi-Class Classification with Logistic Regression - Part One - Data and EDA_en.srt

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014 Multi-Class Classification with Logistic Regression - Part Two - Model.mp4

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105.09 MB

014 Multi-Class Classification with Logistic Regression - Part Two - Model_en.srt

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015 Logistic Regression Exercise Project Overview.mp4

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24.32 MB

015 Logistic Regression Exercise Project Overview_en.srt

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6.49 KB

016 Logistic Regression Project Exercise - Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4

145.55 MB

016 Logistic Regression Project Exercise - Solutions_en.srt

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14.33 KB

016 Logistic Regression Project Exercise - Solutions_en.vtt

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30.89 KB

11-Logistic-Regression-Models.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/13 Logistic Regression/11-Logistic-Regression-Models.zip

2.02 MB

14 KNN - K Nearest Neighbors

16 files • 320.68 MB

001 Introduction to KNN Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/14 KNN - K Nearest Neighbors/001 Introduction to KNN Section.mp4

4.97 MB

001 Introduction to KNN Section_en.srt

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3.63 KB

002 KNN Classification - Theory and Intuition.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/14 KNN - K Nearest Neighbors/002 KNN Classification - Theory and Intuition.mp4

23.56 MB

002 KNN Classification - Theory and Intuition_en.srt

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16.93 KB

003 KNN Coding with Python - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/14 KNN - K Nearest Neighbors/003 KNN Coding with Python - Part One.mp4

61.61 MB

003 KNN Coding with Python - Part One_en.srt

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10.99 KB

003 KNN Coding with Python - Part One_en.vtt

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19.38 KB

004 KNN Coding with Python - Part Two - Choosing K.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/14 KNN - K Nearest Neighbors/004 KNN Coding with Python - Part Two - Choosing K.mp4

102.92 MB

004 KNN Coding with Python - Part Two - Choosing K_en.srt

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004 KNN Coding with Python - Part Two - Choosing K_en.vtt

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30.67 KB

005 KNN Classification Project Exercise Overview.mp4

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21.1 MB

005 KNN Classification Project Exercise Overview_en.srt

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006 KNN Classification Project Exercise Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/14 KNN - K Nearest Neighbors/006 KNN Classification Project Exercise Solutions.mp4

105.05 MB

006 KNN Classification Project Exercise Solutions_en.srt

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006 KNN Classification Project Exercise Solutions_en.vtt

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18.55 KB

12-K-Nearest-Neighbors.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/14 KNN - K Nearest Neighbors/12-K-Nearest-Neighbors.zip

1.35 MB

15 Support Vector Machines

24 files • 457.05 MB

001 Introduction to Support Vector Machines.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/001 Introduction to Support Vector Machines.mp4

4.34 MB

001 Introduction to Support Vector Machines_en.srt

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2.3 KB

002 History of Support Vector Machines.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/002 History of Support Vector Machines.mp4

15.55 MB

002 History of Support Vector Machines_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/002 History of Support Vector Machines_en.srt

6.53 KB

003 SVM - Theory and Intuition - Hyperplanes and Margins.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/003 SVM - Theory and Intuition - Hyperplanes and Margins.mp4

35.31 MB

003 SVM - Theory and Intuition - Hyperplanes and Margins_en.srt

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18.58 KB

004 SVM - Theory and Intuition - Kernel Intuition.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/004 SVM - Theory and Intuition - Kernel Intuition.mp4

13.36 MB

004 SVM - Theory and Intuition - Kernel Intuition_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/004 SVM - Theory and Intuition - Kernel Intuition_en.srt

7.11 KB

005 SVM - Theory and Intuition - Kernel Trick and Mathematics.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/005 SVM - Theory and Intuition - Kernel Trick and Mathematics.mp4

52.69 MB

005 SVM - Theory and Intuition - Kernel Trick and Mathematics_en.srt

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29.3 KB

006 SVM with Scikit-Learn and Python - Classification Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/006 SVM with Scikit-Learn and Python - Classification Part One.mp4

46.29 MB

006 SVM with Scikit-Learn and Python - Classification Part One_en.srt

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16.39 KB

007 SVM with Scikit-Learn and Python - Classification Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/007 SVM with Scikit-Learn and Python - Classification Part Two.mp4

83.18 MB

007 SVM with Scikit-Learn and Python - Classification Part Two_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/007 SVM with Scikit-Learn and Python - Classification Part Two_en.srt

20.73 KB

007 SVM with Scikit-Learn and Python - Classification Part Two_en.vtt

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20.98 KB

008 SVM with Scikit-Learn and Python - Regression Tasks.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/008 SVM with Scikit-Learn and Python - Regression Tasks.mp4

76.32 MB

008 SVM with Scikit-Learn and Python - Regression Tasks_en.srt

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25.67 KB

008 SVM with Scikit-Learn and Python - Regression Tasks_en.vtt

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26.15 KB

009 Support Vector Machine Project Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/009 Support Vector Machine Project Overview.mp4

34.83 MB

009 Support Vector Machine Project Overview_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/009 Support Vector Machine Project Overview_en.srt

6.87 KB

010 Support Vector Machine Project Solutions.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/010 Support Vector Machine Project Solutions.mp4

93.45 MB

010 Support Vector Machine Project Solutions_en.srt

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12.75 KB

010 Support Vector Machine Project Solutions_en.vtt

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22.5 KB

13-Support-Vector-Machines.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/15 Support Vector Machines/13-Support-Vector-Machines.zip

1.51 MB

16 Tree Based Methods_ Decision Tree Learning

17 files • 326.43 MB

001 Introduction to Tree Based Methods.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/001 Introduction to Tree Based Methods.mp4

2.61 MB

001 Introduction to Tree Based Methods_en.srt

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2.21 KB

002 Decision Tree - History.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/002 Decision Tree - History.mp4

35.59 MB

002 Decision Tree - History_en.srt

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13.15 KB

003 Decision Tree - Terminology.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/003 Decision Tree - Terminology.mp4

6.34 MB

003 Decision Tree - Terminology_en.srt

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6.43 KB

004 Decision Tree - Understanding Gini Impurity.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/004 Decision Tree - Understanding Gini Impurity.mp4

19.47 MB

004 Decision Tree - Understanding Gini Impurity_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/004 Decision Tree - Understanding Gini Impurity_en.srt

11.11 KB

005 Constructing Decision Trees with Gini Impurity - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/005 Constructing Decision Trees with Gini Impurity - Part One.mp4

17.72 MB

005 Constructing Decision Trees with Gini Impurity - Part One_en.srt

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006 Constructing Decision Trees with Gini Impurity - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/006 Constructing Decision Trees with Gini Impurity - Part Two.mp4

28.21 MB

006 Constructing Decision Trees with Gini Impurity - Part Two_en.srt

16.42 KB

007 Coding Decision Trees - Part One - The Data.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/007 Coding Decision Trees - Part One - The Data.mp4

98.73 MB

007 Coding Decision Trees - Part One - The Data_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/007 Coding Decision Trees - Part One - The Data_en.srt

29.28 KB

008 Coding Decision Trees - Part Two -Creating the Model.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4

115.85 MB

008 Coding Decision Trees - Part Two -Creating the Model_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model_en.srt

32.7 KB

14-Decision-Trees.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/16 Tree Based Methods_ Decision Tree Learning/14-Decision-Trees.zip

1.79 MB

17 Random Forests

26 files • 489.98 MB

001 Introduction to Random Forests Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/001 Introduction to Random Forests Section.mp4

4.1 MB

001 Introduction to Random Forests Section_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/001 Introduction to Random Forests Section_en.srt

2.81 KB

002 Random Forests - History and Motivation.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/002 Random Forests - History and Motivation.mp4

24.01 MB

002 Random Forests - History and Motivation_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/002 Random Forests - History and Motivation_en.srt

17.22 KB

003 Random Forests - Key Hyperparameters.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/003 Random Forests - Key Hyperparameters.mp4

9.6 MB

003 Random Forests - Key Hyperparameters_en.srt

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4.45 KB

004 Random Forests - Number of Estimators and Features in Subsets.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/004 Random Forests - Number of Estimators and Features in Subsets.mp4

27.33 MB

004 Random Forests - Number of Estimators and Features in Subsets_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/004 Random Forests - Number of Estimators and Features in Subsets_en.srt

16.17 KB

005 Random Forests - Bootstrapping and Out-of-Bag Error.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/005 Random Forests - Bootstrapping and Out-of-Bag Error.mp4

43.38 MB

005 Random Forests - Bootstrapping and Out-of-Bag Error_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/005 Random Forests - Bootstrapping and Out-of-Bag Error_en.srt

17.97 KB

006 Coding Classification with Random Forest Classifier - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/006 Coding Classification with Random Forest Classifier - Part One.mp4

52.11 MB

006 Coding Classification with Random Forest Classifier - Part One_en.srt

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9.92 KB

006 Coding Classification with Random Forest Classifier - Part One_en.vtt

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15.78 KB

007 Coding Classification with Random Forest Classifier - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4

130.38 MB

007 Coding Classification with Random Forest Classifier - Part Two_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/007 Coding Classification with Random Forest Classifier - Part Two_en.srt

20.04 KB

007 Coding Classification with Random Forest Classifier - Part Two_en.vtt

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27.9 KB

008 Coding Regression with Random Forest Regressor - Part One - Data.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/008 Coding Regression with Random Forest Regressor - Part One - Data.mp4

13.71 MB

008 Coding Regression with Random Forest Regressor - Part One - Data_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/008 Coding Regression with Random Forest Regressor - Part One - Data_en.srt

6.86 KB

009 Coding Regression with Random Forest Regressor - Part Two - Basic Models.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/009 Coding Regression with Random Forest Regressor - Part Two - Basic Models.mp4

84.92 MB

009 Coding Regression with Random Forest Regressor - Part Two - Basic Models_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/009 Coding Regression with Random Forest Regressor - Part Two - Basic Models_en.srt

20.42 KB

010 Coding Regression with Random Forest Regressor - Part Three - Polynomials.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/010 Coding Regression with Random Forest Regressor - Part Three - Polynomials.mp4

45.61 MB

010 Coding Regression with Random Forest Regressor - Part Three - Polynomials_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/010 Coding Regression with Random Forest Regressor - Part Three - Polynomials_en.srt

15.34 KB

011 Coding Regression with Random Forest Regressor - Part Four - Advanced Models.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/011 Coding Regression with Random Forest Regressor - Part Four - Advanced Models.mp4

50.66 MB

011 Coding Regression with Random Forest Regressor - Part Four - Advanced Models_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/011 Coding Regression with Random Forest Regressor - Part Four - Advanced Models_en.srt

15.45 KB

15-Random-Forests.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/15-Random-Forests.zip

3.93 MB

data-banknote-authentication.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/17 Random Forests/data-banknote-authentication.csv

45.38 KB

18 Boosting Methods

17 files • 235.84 MB

001 Introduction to Boosting Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/001 Introduction to Boosting Section.mp4

4.11 MB

001 Introduction to Boosting Section_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/001 Introduction to Boosting Section_en.srt

2.67 KB

002 Boosting Methods - Motivation and History.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/002 Boosting Methods - Motivation and History.mp4

21.97 MB

002 Boosting Methods - Motivation and History_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/002 Boosting Methods - Motivation and History_en.srt

8.96 KB

003 AdaBoost Theory and Intuition.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/003 AdaBoost Theory and Intuition.mp4

41.55 MB

003 AdaBoost Theory and Intuition_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/003 AdaBoost Theory and Intuition_en.srt

28.95 KB

004 AdaBoost Coding Part One - The Data.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/004 AdaBoost Coding Part One - The Data.mp4

22.77 MB

004 AdaBoost Coding Part One - The Data_en.srt

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005 AdaBoost Coding Part Two - The Model.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/005 AdaBoost Coding Part Two - The Model.mp4

63.12 MB

005 AdaBoost Coding Part Two - The Model_en.srt

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26.61 KB

006 Gradient Boosting Theory.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/006 Gradient Boosting Theory.mp4

22.96 MB

006 Gradient Boosting Theory_en.srt

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16.11 KB

007 Gradient Boosting Coding Walkthrough.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/007 Gradient Boosting Coding Walkthrough.mp4

57.98 MB

007 Gradient Boosting Coding Walkthrough_en.srt

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8.9 KB

007 Gradient Boosting Coding Walkthrough_en.vtt

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17.5 KB

16-Boosted-Trees.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/16-Boosted-Trees.zip

917.98 KB

mushrooms.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/18 Boosting Methods/mushrooms.csv

365.24 KB

19 Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods

4 files • 81.3 MB

001 Introduction to Supervised Learning Capstone Project.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/19 Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods/001 Introduction to Supervised Learning Capstone Project.mp4

73.3 MB

001 Introduction to Supervised Learning Capstone Project_en.srt

25.69 KB

17-Supervised-Learning-Capstone-Project.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/19 Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods/17-Supervised-Learning-Capstone-Project.zip

7.04 MB

Telco-Customer-Churn.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/19 Supervised Learning Capstone Project - Cohort Analysis and Tree Based Methods/Telco-Customer-Churn.csv

953.66 KB

20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)

13 files • 226.76 MB

001 Introduction to NLP and Naive Bayes Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/001 Introduction to NLP and Naive Bayes Section.mp4

6.75 MB

001 Introduction to NLP and Naive Bayes Section_en.srt

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002 Naive Bayes Algorithm - Part One - Bayes Theorem.mp4

22.04 MB

002 Naive Bayes Algorithm - Part One - Bayes Theorem_en.srt

11.85 KB

003 Naive Bayes Algorithm - Part Two - Model Algorithm.mp4

48.64 MB

009 Text Classification Project Exercise Overview.mp4

30.53 MB

009 Text Classification Project Exercise Overview_en.srt

7.86 KB

010 Text Classification Project Exercise Solutions.mp4

108.07 MB

010 Text Classification Project Exercise Solutions_en.srt

19.4 KB

010 Text Classification Project Exercise Solutions_en.vtt

21.33 KB

18-Naive-Bayes-and-NLP.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/18-Naive-Bayes-and-NLP.zip

192.48 KB

airline-tweets.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/airline-tweets.csv

3.26 MB

moviereviews.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/20 Naive Bayes Classification and Natural Language Processing (Supervised Learning)/moviereviews.csv

7.22 MB

21 Unsupervised Learning

2 files • 31.75 MB

001 Unsupervised Learning Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/21 Unsupervised Learning/001 Unsupervised Learning Overview.mp4

31.73 MB

001 Unsupervised Learning Overview_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/21 Unsupervised Learning/001 Unsupervised Learning Overview_en.srt

12.86 KB

22 K-Means Clustering

29 files • 785.22 MB

001 Introduction to K-Means Clustering Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/001 Introduction to K-Means Clustering Section.mp4

4.57 MB

001 Introduction to K-Means Clustering Section_en.srt

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3.5 KB

002 Clustering General Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/002 Clustering General Overview.mp4

24.89 MB

002 Clustering General Overview_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/002 Clustering General Overview_en.srt

16.5 KB

003 K-Means Clustering Theory.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/003 K-Means Clustering Theory.mp4

52.36 MB

003 K-Means Clustering Theory_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/003 K-Means Clustering Theory_en.srt

17.25 KB

004 K-Means Clustering - Coding Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/004 K-Means Clustering - Coding Part One.mp4

97.51 MB

004 K-Means Clustering - Coding Part One_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/004 K-Means Clustering - Coding Part One_en.srt

30.36 KB

005 K-Means Clustering Coding Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/005 K-Means Clustering Coding Part Two.mp4

80.63 MB

005 K-Means Clustering Coding Part Two_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/005 K-Means Clustering Coding Part Two_en.srt

26.55 KB

006 K-Means Clustering Coding Part Three.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/006 K-Means Clustering Coding Part Three.mp4

59.54 MB

006 K-Means Clustering Coding Part Three_en.srt

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21.38 KB

007 K-Means Color Quantization - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/007 K-Means Color Quantization - Part One.mp4

80.36 MB

007 K-Means Color Quantization - Part One_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/007 K-Means Color Quantization - Part One_en.srt

20.38 KB

008 K-Means Color Quantization - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/008 K-Means Color Quantization - Part Two.mp4

64.75 MB

008 K-Means Color Quantization - Part Two_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/008 K-Means Color Quantization - Part Two_en.srt

21.27 KB

009 K-Means Clustering Exercise Overview.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/009 K-Means Clustering Exercise Overview.mp4

59.33 MB

009 K-Means Clustering Exercise Overview_en.srt

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13.43 KB

010 K-Means Clustering Exercise Solution - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/010 K-Means Clustering Exercise Solution - Part One.mp4

79.72 MB

010 K-Means Clustering Exercise Solution - Part One_en.srt

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011 K-Means Clustering Exercise Solution - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4

107.89 MB

011 K-Means Clustering Exercise Solution - Part Two_en.srt

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23.53 KB

012 K-Means Clustering Exercise Solution - Part Three.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/012 K-Means Clustering Exercise Solution - Part Three.mp4

62.47 MB

012 K-Means Clustering Exercise Solution - Part Three_en.srt

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12.15 KB

20-Kmeans-Clustering.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/20-Kmeans-Clustering.zip

5.83 MB

CIA-Country-Facts.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/CIA-Country-Facts.csv

32.7 KB

bank-full.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/bank-full.csv

4.95 MB

country-iso-codes.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/country-iso-codes.csv

7.94 KB

palm-trees.jpg

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/22 K-Means Clustering/palm-trees.jpg

172.74 KB

23 Hierarchical Clustering

10 files • 381.96 MB

001 Introduction to Hierarchical Clustering.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/001 Introduction to Hierarchical Clustering.mp4

5.81 MB

001 Introduction to Hierarchical Clustering_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/001 Introduction to Hierarchical Clustering_en.srt

1.17 KB

002 Hierarchical Clustering - Theory and Intuition.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/002 Hierarchical Clustering - Theory and Intuition.mp4

51.94 MB

002 Hierarchical Clustering - Theory and Intuition_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/002 Hierarchical Clustering - Theory and Intuition_en.srt

17.29 KB

003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4

114.83 MB

003 Hierarchical Clustering - Coding Part One - Data and Visualization_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization_en.srt

25.38 KB

004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4

208.67 MB

004 Hierarchical Clustering - Coding Part Two - Scikit-Learn_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn_en.srt

42.26 KB

21-Hierarchical-Clustering.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/21-Hierarchical-Clustering.zip

621.63 KB

cluster-mpg.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/23 Hierarchical Clustering/cluster-mpg.csv

20.83 KB

24 DBSCAN - Density-based spatial clustering of applications with noise

22 files • 485.36 MB

001 Introduction to DBSCAN Section.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/001 Introduction to DBSCAN Section.mp4

5.92 MB

001 Introduction to DBSCAN Section_en.srt

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002 DBSCAN - Theory and Intuition.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4

109.1 MB

002 DBSCAN - Theory and Intuition_en.srt

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26.51 KB

003 DBSCAN versus K-Means Clustering.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/003 DBSCAN versus K-Means Clustering.mp4

66.74 MB

003 DBSCAN versus K-Means Clustering_en.srt

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004 DBSCAN - Hyperparameter Theory.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/004 DBSCAN - Hyperparameter Theory.mp4

16.46 MB

004 DBSCAN - Hyperparameter Theory_en.srt

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005 DBSCAN - Hyperparameter Tuning Methods.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/005 DBSCAN - Hyperparameter Tuning Methods.mp4

105.09 MB

005 DBSCAN - Hyperparameter Tuning Methods_en.srt

32.66 KB

006 DBSCAN - Outlier Project Exercise Overview.mp4

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006 DBSCAN - Outlier Project Exercise Overview_en.srt

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007 DBSCAN - Outlier Project Exercise Solutions.mp4

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007 DBSCAN - Outlier Project Exercise Solutions_en.srt

38.12 KB

22-DBSCAN.zip

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/22-DBSCAN.zip

3.51 MB

cluster-blobs.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/cluster-blobs.csv

55.86 KB

cluster-circles.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/cluster-circles.csv

59.88 KB

cluster-moons.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/cluster-moons.csv

58.7 KB

cluster-two-blobs-outliers.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/cluster-two-blobs-outliers.csv

38.29 KB

cluster-two-blobs.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/cluster-two-blobs.csv

38.26 KB

external-assets-links.txt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/external-assets-links.txt

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wholesome-customers-data.csv

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/24 DBSCAN - Density-based spatial clustering of applications with noise/wholesome-customers-data.csv

14.67 KB

25 PCA - Principal Component Analysis and Manifold Learning

10 files • 224.25 MB

001 Introduction to Principal Component Analysis.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/001 Introduction to Principal Component Analysis.mp4

6.15 MB

001 Introduction to Principal Component Analysis_en.srt

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002 PCA Theory and Intuition - Part One.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/002 PCA Theory and Intuition - Part One.mp4

29.73 MB

002 PCA Theory and Intuition - Part One_en.srt

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003 PCA Theory and Intuition - Part Two.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/003 PCA Theory and Intuition - Part Two.mp4

19.06 MB

003 PCA Theory and Intuition - Part Two_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/003 PCA Theory and Intuition - Part Two_en.srt

16.36 KB

004 PCA - Manual Implementation in Python.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/004 PCA - Manual Implementation in Python.mp4

95.14 MB

004 PCA - Manual Implementation in Python_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/004 PCA - Manual Implementation in Python_en.srt

26.27 KB

005 PCA - SciKit-Learn.mp4

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/005 PCA - SciKit-Learn.mp4

74.1 MB

005 PCA - SciKit-Learn_en.srt

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass/25 PCA - Principal Component Analysis and Manifold Learning/005 PCA - SciKit-Learn_en.srt

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