O'Reilly - Introduction to Pandas for Developers

mp4   Hot：1142   Size：1.07 GB   Created：2017-08-28 00:15:04   Update：2021-12-09 11:19:51  

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File List

  • 01. Introduction/01_01-What Is Pandas.mp4 6.61 MB
    01. Introduction/01_02-About The Author.mp4 2.13 MB
    01. Introduction/01_03-Installation.mp4 10.56 MB
    01. Introduction/01_04-Pandas Vs. Other Platforms.mp4 5.36 MB
    01. Introduction/01_05-How To Access Your Working Files.mp4 26.38 MB
    02. Basic Series/02_01-Python Lists.mp4 4.37 MB
    02. Basic Series/02_02-Numpy 1D Arrays.mp4 13.66 MB
    02. Basic Series/02_03-Pandas Series.mp4 10.13 MB
    02. Basic Series/02_04-Boolean Arrays.mp4 10.57 MB
    02. Basic Series/02_05-Series Index.mp4 9.96 MB
    03. More Series/03_01-Data Types.mp4 7.9 MB
    03. More Series/03_02-Iteration.mp4 8.87 MB
    03. More Series/03_03-Broadcasting Operations.mp4 13.52 MB
    03. More Series/03_04-Crud Operations Reading.mp4 18.99 MB
    03. More Series/03_05-Crud Operations Update.mp4 17.42 MB
    03. More Series/03_06-Crud Operations Deletion.mp4 6.28 MB
    03. More Series/03_07-Summary Statistics.mp4 14.97 MB
    03. More Series/03_08-Dealing With Duplicates.mp4 18.2 MB
    03. More Series/03_09-Dealing With Nan.mp4 17.9 MB
    03. More Series/03_10-Plotting.mp4 9.67 MB
    03. More Series/03_11-Serialization.mp4 11.61 MB
    04. Dataframe Basics/04_01-Columnar Data.mp4 8.93 MB
    04. Dataframe Basics/04_02-Similarities To Python Dictionaries.mp4 14.28 MB
    04. Dataframe Basics/04_03-Creation From Lists And Dicts.mp4 11.63 MB
    04. Dataframe Basics/04_04-Reading CSV Files.mp4 4.86 MB
    05. Relational Algebra/05_01-Selection.mp4 24.67 MB
    05. Relational Algebra/05_02-Projection.mp4 10.33 MB
    05. Relational Algebra/05_03-Cartesian Product.mp4 21.66 MB
    05. Relational Algebra/05_04-Union.mp4 12.53 MB
    05. Relational Algebra/05_05-Difference.mp4 8.74 MB
    06. More Dataframes/06_01-Exploring Data.mp4 11.03 MB
    06. More Dataframes/06_02-Axes Of Dataframes.mp4 5.86 MB
    06. More Dataframes/06_03-Index And Columns.mp4 9.32 MB
    06. More Dataframes/06_04-Summary Statistics.mp4 11.32 MB
    06. More Dataframes/06_05-Histograms.mp4 16.74 MB
    06. More Dataframes/06_06-Transposing Data.mp4 5.49 MB
    07. Tweaking Dataframes/07_01-Adding Rows.mp4 18.39 MB
    07. Tweaking Dataframes/07_02-Adding Columns.mp4 7.15 MB
    07. Tweaking Dataframes/07_03-Applying Functions To Columns.mp4 11.7 MB
    07. Tweaking Dataframes/07_04-Removing Columns.mp4 7.15 MB
    07. Tweaking Dataframes/07_05-Sorting Data.mp4 22.04 MB
    07. Tweaking Dataframes/07_06-Iteration Over Data.mp4 15.92 MB
    07. Tweaking Dataframes/07_07-Setting Data.mp4 18.31 MB
    08. Joins/08_01-Concat With Rows.mp4 10.46 MB
    08. Joins/08_02-Concat With Cols.mp4 5.79 MB
    08. Joins/08_03-Inner Join.mp4 7.3 MB
    08. Joins/08_04-Outer Join.mp4 10.42 MB
    08. Joins/08_05-Left Join.mp4 7.67 MB
    08. Joins/08_06-Right Join.mp4 4.13 MB
    08. Joins/08_07-Join On Index.mp4 7.96 MB
    09. Filtering Dataframes/09_01-Filtering Columns.mp4 7.19 MB
    09. Filtering Dataframes/09_02-Boolean Arrays.mp4 3 MB
    09. Filtering Dataframes/09_03-Filtering Rows.mp4 2.45 MB
    09. Filtering Dataframes/09_04-Using Functions To Filter.mp4 10.28 MB
    09. Filtering Dataframes/09_05-Boolean Operations For Filtering.mp4 8.12 MB
    09. Filtering Dataframes/09_06-Dealing With Nan.mp4 9.81 MB
    10. Grouping/10_01-Basic Grouping.mp4 10.27 MB
    10. Grouping/10_02-More Grouping.mp4 10.92 MB
    10. Grouping/10_03-Pivoting.mp4 14.73 MB
    10. Grouping/10_04-StackingUnstacking.mp4 7.6 MB
    11. Serialization/11_01-CSV Reading And Writing.mp4 20.26 MB
    11. Serialization/11_02-JSON.mp4 21.03 MB
    11. Serialization/11_03-Pickle.mp4 6.33 MB
    11. Serialization/11_04-Numpy.mp4 7.65 MB
    11. Serialization/11_05-Excel.mp4 12.17 MB
    12. Plotting/12_01-Basic Plotting.mp4 17.86 MB
    12. Plotting/12_02-Histograms.mp4 22.38 MB
    12. Plotting/12_03-Bar Plots.mp4 9.89 MB
    12. Plotting/12_04-Line Plots.mp4 12.8 MB
    12. Plotting/12_05-Faceting.mp4 16.96 MB
    13. Time Series/13_01-Date Manipulation.mp4 20.9 MB
    13. Time Series/13_02-Window Functions.mp4 20.15 MB
    13. Time Series/13_03-Plotting.mp4 5.83 MB
    14. Machine Learning/14_01-Using Pandas With ScikitLearn.mp4 18.05 MB
    14. Machine Learning/14_02-Sample Regression.mp4 15.51 MB
    15. Sample Application/15_01-Crawling Data.mp4 38.28 MB
    15. Sample Application/15_02-Crawling Data Part 2.mp4 22.39 MB
    15. Sample Application/15_03-Munging Data.mp4 23.23 MB
    15. Sample Application/15_04-Munging Data Part 2.mp4 23.46 MB
    15. Sample Application/15_05-Plotting Data.mp4 41.14 MB
    15. Sample Application/15_06-Creating An Infographic.mp4 24.8 MB
    15. Sample Application/15_07-Creating An Infographic Part 2.mp4 19.43 MB
    16. Conclusion/16_01-Conclusion.mp4 922.18 KB
    Working Files/Introduction_to_Pandas_for_Developers_Working_Files.zip 11.42 MB

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