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[GigaCourse.Com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass

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11.5 GB
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Files
97
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Description
2022 Python for Machine Learning & Data Science Masterclass

Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more!

Created by Jose Portilla
Last updated 9/2021
English
English [Auto]

For More Udemy Courses Visit: https://gigacourse.com
For More Courses Visit: https://Courseclub.me

File list
  • [GigaCourse.Com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass
  • 01 - Introduction to Course/001 Welcome to the Course_.html 1.6 KB
  • 01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP_.mp4 7.2 MB
  • 01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP___en.srt 7.2 KB
  • 01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup.mp4 84.5 MB
  • 01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup__en.srt 21.6 KB
  • 01 - Introduction to Course/004 Note on Environment Setup - Please read me_.html 857 B
  • 01 - Introduction to Course/005 Environment Setup.mp4 35.7 MB
  • 01 - Introduction to Course/005 Environment Setup__en.srt 14.5 KB
  • 01 - Introduction to Course/28813464-requirements.txt 221 B
  • 01 - Introduction to Course/33985574-UNZIP-FOR-NOTEBOOKS-FINAL.zip 67.1 MB
  • 01 - Introduction to Course/33985614-UNZIP-FOR-NOTEBOOKS-FINAL.zip 67.1 MB
  • 01 - Introduction to Course/external-assets-links.txt 132 B
  • 02 - OPTIONAL_ Python Crash Course/001 OPTIONAL_ Python Crash Course.html 472 B
  • 02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One.mp4 29.7 MB
  • 02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One__en.srt 24.6 KB
  • 02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two.mp4 57.6 MB
  • 02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two__en.srt 18 KB
  • 02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three.mp4 32 MB
  • 02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three__en.srt 16.6 KB
  • 02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions.mp4 3.4 MB
  • 02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions__en.srt 2.5 KB
  • 02 - OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions.mp4 48.7 MB
  • 02 - OPTIONAL_ Python Crash Course/006 Python Crash Course - Exercise Solutions__en.srt 13.4 KB
  • 03 - Machine Learning Pathway Overview/001 Machine Learning Pathway.mp4 14.1 MB
  • 03 - Machine Learning Pathway Overview/001 Machine Learning Pathway__en.srt 15.8 KB
  • 04 - NumPy/001 Introduction to NumPy.mp4 3.4 MB
  • 04 - NumPy/001 Introduction to NumPy__en.srt 3 KB
  • 04 - NumPy/002 NumPy Arrays.mp4 99.5 MB
  • 04 - NumPy/002 NumPy Arrays__en.srt 31.9 KB
  • 04 - NumPy/003 NumPy Indexing and Selection.mp4 39.6 MB
  • 04 - NumPy/003 NumPy Indexing and Selection__en.srt 16.2 KB
  • 04 - NumPy/004 NumPy Operations.mp4 36.1 MB
  • 04 - NumPy/004 NumPy Operations__en.srt 12 KB
  • 04 - NumPy/005 NumPy Exercises.mp4 9.6 MB
  • 04 - NumPy/005 NumPy Exercises__en.srt 2.1 KB
  • 04 - NumPy/006 Numpy Exercises - Solutions.mp4 34.9 MB
  • 04 - NumPy/006 Numpy Exercises - Solutions__en.srt 10.9 KB
  • 05 - Pandas/001 Introduction to Pandas.mp4 6.7 MB
  • 05 - Pandas/001 Introduction to Pandas__en.srt 7.2 KB
  • 05 - Pandas/002 Series - Part One.mp4 28.6 MB
  • 05 - Pandas/002 Series - Part One__en.srt 13.4 KB
  • 05 - Pandas/003 Series - Part Two.mp4 26.1 MB
  • 05 - Pandas/003 Series - Part Two__en.srt 15.4 KB
  • 05 - Pandas/004 DataFrames - Part One - Creating a DataFrame.mp4 97.5 MB
  • 05 - Pandas/004 DataFrames - Part One - Creating a DataFrame__en.srt 29 KB
  • 05 - Pandas/005 DataFrames - Part Two - Basic Properties.mp4 40.3 MB
  • 05 - Pandas/005 DataFrames - Part Two - Basic Properties__en.srt 13.3 KB
  • 05 - Pandas/006 DataFrames - Part Three - Working with Columns.mp4 84.1 MB
  • 05 - Pandas/006 DataFrames - Part Three - Working with Columns__en.srt 20.6 KB
  • 05 - Pandas/007 DataFrames - Part Four - Working with Rows.mp4 72.6 MB
  • 05 - Pandas/007 DataFrames - Part Four - Working with Rows__en.srt 21.1 KB
  • 05 - Pandas/008 Pandas - Conditional Filtering.mp4 69.2 MB
  • 05 - Pandas/008 Pandas - Conditional Filtering__en.srt 27.1 KB
  • 05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column.mp4 53.7 MB
  • 05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column__en.srt 20.2 KB
  • 05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns.mp4 85.3 MB
  • 05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns__en.srt 25.9 KB
  • 05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting.mp4 74.4 MB
  • 05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting__en.srt 23.4 KB
  • 05 - Pandas/012 Missing Data - Overview.mp4 27.2 MB
  • 05 - Pandas/012 Missing Data - Overview__en.srt 18.4 KB
  • 05 - Pandas/013 Missing Data - Pandas Operations.mp4 73.6 MB
  • 05 - Pandas/013 Missing Data - Pandas Operations__en.srt 27.4 KB
  • 05 - Pandas/014 GroupBy Operations - Part One.mp4 87 MB
  • 05 - Pandas/014 GroupBy Operations - Part One__en.srt 21.4 KB
  • 05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex.mp4 92.9 MB
  • 05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex__en.srt 20.9 KB
  • 05 - Pandas/016 Combining DataFrames - Concatenation.mp4 36.8 MB
  • 05 - Pandas/016 Combining DataFrames - Concatenation__en.srt 15 KB
  • 05 - Pandas/017 Combining DataFrames - Inner Merge.mp4 40.3 MB
  • 05 - Pandas/017 Combining DataFrames - Inner Merge__en.srt 18.5 KB
  • 05 - Pandas/018 Combining DataFrames - Left and Right Merge.mp4 16.4 MB
  • 05 - Pandas/018 Combining DataFrames - Left and Right Merge__en.srt 9.1 KB
  • 05 - Pandas/019 Combining DataFrames - Outer Merge.mp4 22.2 MB
  • 05 - Pandas/019 Combining DataFrames - Outer Merge__en.srt 14.6 KB
  • 05 - Pandas/020 Pandas - Text Methods for String Data.mp4 45.1 MB
  • 05 - Pandas/020 Pandas - Text Methods for String Data__en.srt 24 KB
  • 05 - Pandas/021 Pandas - Time Methods for Date and Time Data.mp4 80.2 MB
  • 05 - Pandas/021 Pandas - Time Methods for Date and Time Data__en.srt 31.7 KB
  • 05 - Pandas/022 Pandas Input and Output - CSV Files.mp4 37.1 MB
  • 05 - Pandas/022 Pandas Input and Output - CSV Files__en.srt 16.6 KB
  • 05 - Pandas/023 Pandas Input and Output - HTML Tables.mp4 102.3 MB
  • 05 - Pandas/023 Pandas Input and Output - HTML Tables__en.srt 22.4 KB
  • 05 - Pandas/024 Pandas Input and Output - Excel Files.mp4 25.9 MB
  • 05 - Pandas/024 Pandas Input and Output - Excel Files__en.srt 10.9 KB
  • 05 - Pandas/025 Pandas Input and Output - SQL Databases.mp4 96 MB
  • 05 - Pandas/025 Pandas Input and Output - SQL Databases__en.srt 29.4 KB
  • 05 - Pandas/026 Pandas Pivot Tables.mp4 129.1 MB
  • 05 - Pandas/026 Pandas Pivot Tables__en.srt 32.2 KB
  • 05 - Pandas/027 Pandas Project Exercise Overview.mp4 39.4 MB
  • 05 - Pandas/027 Pandas Project Exercise Overview__en.srt 9.6 KB
  • 05 - Pandas/028 Pandas Project Exercise Solutions.mp4 172.6 MB
  • 05 - Pandas/028 Pandas Project Exercise Solutions__en.srt 38.8 KB
  • 06 - Matplotlib/001 Introduction to Matplotlib.mp4 6.6 MB
  • 06 - Matplotlib/001 Introduction to Matplotlib__en.srt 6.7 KB
  • 06 - Matplotlib/002 Matplotlib Basics.mp4 31.1 MB
  • 06 - Matplotlib/002 Matplotlib Basics__en.srt 19.6 KB

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