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O'Reilly - Introduction to Pandas for Developers

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File Name
Size
01. Introduction/01_01-What Is Pandas.mp4
6.6 MB
01. Introduction/01_02-About The Author.mp4
2.1 MB
01. Introduction/01_03-Installation.mp4
11 MB
01. Introduction/01_04-Pandas Vs. Other Platforms.mp4
5.4 MB
01. Introduction/01_05-How To Access Your Working Files.mp4
26 MB
02. Basic Series/02_01-Python Lists.mp4
4.4 MB
02. Basic Series/02_02-Numpy 1D Arrays.mp4
14 MB
02. Basic Series/02_03-Pandas Series.mp4
10 MB
02. Basic Series/02_04-Boolean Arrays.mp4
11 MB
02. Basic Series/02_05-Series Index.mp4
10 MB
03. More Series/03_01-Data Types.mp4
7.9 MB
03. More Series/03_02-Iteration.mp4
8.9 MB
03. More Series/03_03-Broadcasting Operations.mp4
14 MB
03. More Series/03_04-Crud Operations Reading.mp4
19 MB
03. More Series/03_05-Crud Operations Update.mp4
17 MB
03. More Series/03_06-Crud Operations Deletion.mp4
6.3 MB
03. More Series/03_07-Summary Statistics.mp4
15 MB
03. More Series/03_08-Dealing With Duplicates.mp4
18 MB
03. More Series/03_09-Dealing With Nan.mp4
18 MB
03. More Series/03_10-Plotting.mp4
9.7 MB
03. More Series/03_11-Serialization.mp4
12 MB
04. Dataframe Basics/04_01-Columnar Data.mp4
8.9 MB
04. Dataframe Basics/04_02-Similarities To Python Dictionaries.mp4
14 MB
04. Dataframe Basics/04_03-Creation From Lists And Dicts.mp4
12 MB
04. Dataframe Basics/04_04-Reading CSV Files.mp4
4.9 MB
05. Relational Algebra/05_01-Selection.mp4
25 MB
05. Relational Algebra/05_02-Projection.mp4
10 MB
05. Relational Algebra/05_03-Cartesian Product.mp4
22 MB
05. Relational Algebra/05_04-Union.mp4
12 MB
05. Relational Algebra/05_05-Difference.mp4
8.7 MB
06. More Dataframes/06_01-Exploring Data.mp4
11 MB
06. More Dataframes/06_02-Axes Of Dataframes.mp4
5.9 MB
06. More Dataframes/06_03-Index And Columns.mp4
9.3 MB
06. More Dataframes/06_04-Summary Statistics.mp4
11 MB
06. More Dataframes/06_05-Histograms.mp4
17 MB
06. More Dataframes/06_06-Transposing Data.mp4
5.5 MB
07. Tweaking Dataframes/07_01-Adding Rows.mp4
18 MB
07. Tweaking Dataframes/07_02-Adding Columns.mp4
7.1 MB
07. Tweaking Dataframes/07_03-Applying Functions To Columns.mp4
12 MB
07. Tweaking Dataframes/07_04-Removing Columns.mp4
7.1 MB
07. Tweaking Dataframes/07_05-Sorting Data.mp4
22 MB
07. Tweaking Dataframes/07_06-Iteration Over Data.mp4
16 MB
07. Tweaking Dataframes/07_07-Setting Data.mp4
18 MB
08. Joins/08_01-Concat With Rows.mp4
10 MB
08. Joins/08_02-Concat With Cols.mp4
5.8 MB
08. Joins/08_03-Inner Join.mp4
7.3 MB
08. Joins/08_04-Outer Join.mp4
10 MB
08. Joins/08_05-Left Join.mp4
7.7 MB
08. Joins/08_06-Right Join.mp4
4.1 MB
08. Joins/08_07-Join On Index.mp4
8.0 MB
09. Filtering Dataframes/09_01-Filtering Columns.mp4
7.2 MB
09. Filtering Dataframes/09_02-Boolean Arrays.mp4
3.0 MB
09. Filtering Dataframes/09_03-Filtering Rows.mp4
2.4 MB
09. Filtering Dataframes/09_04-Using Functions To Filter.mp4
10 MB
09. Filtering Dataframes/09_05-Boolean Operations For Filtering.mp4
8.1 MB
09. Filtering Dataframes/09_06-Dealing With Nan.mp4
9.8 MB
10. Grouping/10_01-Basic Grouping.mp4
10 MB
10. Grouping/10_02-More Grouping.mp4
11 MB
10. Grouping/10_03-Pivoting.mp4
15 MB
10. Grouping/10_04-StackingUnstacking.mp4
7.6 MB
11. Serialization/11_01-CSV Reading And Writing.mp4
20 MB
11. Serialization/11_02-JSON.mp4
21 MB
11. Serialization/11_03-Pickle.mp4
6.3 MB
11. Serialization/11_04-Numpy.mp4
7.7 MB
11. Serialization/11_05-Excel.mp4
12 MB
12. Plotting/12_01-Basic Plotting.mp4
18 MB
12. Plotting/12_02-Histograms.mp4
22 MB
12. Plotting/12_03-Bar Plots.mp4
9.9 MB
12. Plotting/12_04-Line Plots.mp4
13 MB
12. Plotting/12_05-Faceting.mp4
17 MB
13. Time Series/13_01-Date Manipulation.mp4
21 MB
13. Time Series/13_02-Window Functions.mp4
20 MB
13. Time Series/13_03-Plotting.mp4
5.8 MB
14. Machine Learning/14_01-Using Pandas With ScikitLearn.mp4
18 MB
14. Machine Learning/14_02-Sample Regression.mp4
16 MB
15. Sample Application/15_01-Crawling Data.mp4
38 MB
15. Sample Application/15_02-Crawling Data Part 2.mp4
22 MB
15. Sample Application/15_03-Munging Data.mp4
23 MB
15. Sample Application/15_04-Munging Data Part 2.mp4
24 MB
15. Sample Application/15_05-Plotting Data.mp4
41 MB
15. Sample Application/15_06-Creating An Infographic.mp4
25 MB
15. Sample Application/15_07-Creating An Infographic Part 2.mp4
19 MB
16. Conclusion/16_01-Conclusion.mp4
922 kB
Working Files/Introduction_to_Pandas_for_Developers_Working_Files.zip
11 MB