[Tutorialsplanet NET] Udemy - 2022 Python for Machine Learning & Data Science Masterclass
File List
| File | Size |
|---|---|
| 0. Websites you may like/[Tutorialsplanet.NET].url | 128 B |
| 01 - Introduction to Course/001 Welcome to the Course_.html | 1.64 KB |
| 01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP_.mp4 | 7.22 MB |
| 01 - Introduction to Course/002 COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP___en.srt | 7.16 KB |
| 01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup.mp4 | 84.53 MB |
| 01 - Introduction to Course/003 Anaconda Python and Jupyter Install and Setup__en.srt | 21.55 KB |
| 01 - Introduction to Course/004 Note on Environment Setup - Please read me_.html | 857 B |
| 01 - Introduction to Course/005 Environment Setup.mp4 | 35.71 MB |
| 01 - Introduction to Course/005 Environment Setup__en.srt | 14.49 KB |
| 01 - Introduction to Course/28813464-requirements.txt | 221 B |
| 01 - Introduction to Course/33985574-UNZIP-FOR-NOTEBOOKS-FINAL.zip | 67.11 MB |
| 01 - Introduction to Course/33985614-UNZIP-FOR-NOTEBOOKS-FINAL.zip | 67.11 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 | 29.74 MB |
| 02 - OPTIONAL_ Python Crash Course/002 Python Crash Course - Part One__en.srt | 24.63 KB |
| 02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two.mp4 | 57.63 MB |
| 02 - OPTIONAL_ Python Crash Course/003 Python Crash Course - Part Two__en.srt | 18.03 KB |
| 02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three.mp4 | 32.01 MB |
| 02 - OPTIONAL_ Python Crash Course/004 Python Crash Course - Part Three__en.srt | 16.58 KB |
| 02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions.mp4 | 3.41 MB |
| 02 - OPTIONAL_ Python Crash Course/005 Python Crash Course - Exercise Questions__en.srt | 2.54 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 | 13.43 KB |
| 02 - OPTIONAL_ Python Crash Course/[Tutorialsplanet.NET].url | 128 B |
| 03 - Machine Learning Pathway Overview/001 Machine Learning Pathway.mp4 | 14.1 MB |
| 03 - Machine Learning Pathway Overview/001 Machine Learning Pathway__en.srt | 15.79 KB |
| 04 - NumPy/001 Introduction to NumPy.mp4 | 3.37 MB |
| 04 - NumPy/001 Introduction to NumPy__en.srt | 3.01 KB |
| 04 - NumPy/002 NumPy Arrays.mp4 | 99.45 MB |
| 04 - NumPy/002 NumPy Arrays__en.srt | 31.91 KB |
| 04 - NumPy/003 NumPy Indexing and Selection.mp4 | 39.63 MB |
| 04 - NumPy/003 NumPy Indexing and Selection__en.srt | 16.22 KB |
| 04 - NumPy/004 NumPy Operations.mp4 | 36.06 MB |
| 04 - NumPy/004 NumPy Operations__en.srt | 12.05 KB |
| 04 - NumPy/005 NumPy Exercises.mp4 | 9.64 MB |
| 04 - NumPy/005 NumPy Exercises__en.srt | 2.07 KB |
| 04 - NumPy/006 Numpy Exercises - Solutions.mp4 | 34.88 MB |
| 04 - NumPy/006 Numpy Exercises - Solutions__en.srt | 10.87 KB |
| 05 - Pandas/001 Introduction to Pandas.mp4 | 6.7 MB |
| 05 - Pandas/001 Introduction to Pandas__en.srt | 7.24 KB |
| 05 - Pandas/002 Series - Part One.mp4 | 28.62 MB |
| 05 - Pandas/002 Series - Part One__en.srt | 13.39 KB |
| 05 - Pandas/003 Series - Part Two.mp4 | 26.12 MB |
| 05 - Pandas/003 Series - Part Two__en.srt | 15.38 KB |
| 05 - Pandas/004 DataFrames - Part One - Creating a DataFrame.mp4 | 97.48 MB |
| 05 - Pandas/004 DataFrames - Part One - Creating a DataFrame__en.srt | 29 KB |
| 05 - Pandas/005 DataFrames - Part Two - Basic Properties.mp4 | 40.28 MB |
| 05 - Pandas/005 DataFrames - Part Two - Basic Properties__en.srt | 13.28 KB |
| 05 - Pandas/006 DataFrames - Part Three - Working with Columns.mp4 | 84.08 MB |
| 05 - Pandas/006 DataFrames - Part Three - Working with Columns__en.srt | 20.61 KB |
| 05 - Pandas/007 DataFrames - Part Four - Working with Rows.mp4 | 72.59 MB |
| 05 - Pandas/007 DataFrames - Part Four - Working with Rows__en.srt | 21.09 KB |
| 05 - Pandas/008 Pandas - Conditional Filtering.mp4 | 69.21 MB |
| 05 - Pandas/008 Pandas - Conditional Filtering__en.srt | 27.14 KB |
| 05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column.mp4 | 53.72 MB |
| 05 - Pandas/009 Pandas - Useful Methods - Apply on Single Column__en.srt | 20.23 KB |
| 05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns.mp4 | 85.32 MB |
| 05 - Pandas/010 Pandas - Useful Methods - Apply on Multiple Columns__en.srt | 25.93 KB |
| 05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting.mp4 | 74.37 MB |
| 05 - Pandas/011 Pandas - Useful Methods - Statistical Information and Sorting__en.srt | 23.4 KB |
| 05 - Pandas/012 Missing Data - Overview.mp4 | 27.24 MB |
| 05 - Pandas/012 Missing Data - Overview__en.srt | 18.36 KB |
| 05 - Pandas/013 Missing Data - Pandas Operations.mp4 | 73.6 MB |
| 05 - Pandas/013 Missing Data - Pandas Operations__en.srt | 27.41 KB |
| 05 - Pandas/014 GroupBy Operations - Part One.mp4 | 86.96 MB |
| 05 - Pandas/014 GroupBy Operations - Part One__en.srt | 21.41 KB |
| 05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex.mp4 | 92.86 MB |
| 05 - Pandas/015 GroupBy Operations - Part Two - MultiIndex__en.srt | 20.86 KB |
| 05 - Pandas/016 Combining DataFrames - Concatenation.mp4 | 36.84 MB |
| 05 - Pandas/016 Combining DataFrames - Concatenation__en.srt | 15.02 KB |
| 05 - Pandas/017 Combining DataFrames - Inner Merge.mp4 | 40.27 MB |
| 05 - Pandas/017 Combining DataFrames - Inner Merge__en.srt | 18.52 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 | 22.17 MB |
| 05 - Pandas/019 Combining DataFrames - Outer Merge__en.srt | 14.57 KB |
| 05 - Pandas/020 Pandas - Text Methods for String Data.mp4 | 45.12 MB |
| 05 - Pandas/020 Pandas - Text Methods for String Data__en.srt | 23.95 KB |
| 05 - Pandas/021 Pandas - Time Methods for Date and Time Data.mp4 | 80.19 MB |
| 05 - Pandas/021 Pandas - Time Methods for Date and Time Data__en.srt | 31.72 KB |
| 05 - Pandas/022 Pandas Input and Output - CSV Files.mp4 | 37.15 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 | 102.34 MB |
| 05 - Pandas/023 Pandas Input and Output - HTML Tables__en.srt | 22.36 KB |
| 05 - Pandas/024 Pandas Input and Output - Excel Files.mp4 | 25.87 MB |
| 05 - Pandas/024 Pandas Input and Output - Excel Files__en.srt | 10.88 KB |
| 05 - Pandas/025 Pandas Input and Output - SQL Databases.mp4 | 95.98 MB |
| 05 - Pandas/025 Pandas Input and Output - SQL Databases__en.srt | 29.43 KB |
| 05 - Pandas/026 Pandas Pivot Tables.mp4 | 129.09 MB |
| 05 - Pandas/026 Pandas Pivot Tables__en.srt | 32.18 KB |
| 05 - Pandas/027 Pandas Project Exercise Overview.mp4 | 39.43 MB |
| 05 - Pandas/027 Pandas Project Exercise Overview__en.srt | 9.59 KB |
| 05 - Pandas/028 Pandas Project Exercise Solutions.mp4 | 172.55 MB |
| 05 - Pandas/028 Pandas Project Exercise Solutions__en.srt | 38.77 KB |
| 06 - Matplotlib/001 Introduction to Matplotlib.mp4 | 6.55 MB |
| 06 - Matplotlib/001 Introduction to Matplotlib__en.srt | 6.72 KB |
| 06 - Matplotlib/002 Matplotlib Basics.mp4 | 31.07 MB |
| 06 - Matplotlib/002 Matplotlib Basics__en.srt | 19.64 KB |
| 06 - Matplotlib/003 Matplotlib - Understanding the Figure Object.mp4 | 11.7 MB |
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