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O'Reilly - Introduction to Pandas for Developers
Category:
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1.07 GB
Seeders:
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Downloads:
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Uploaded:
Nov 2, 2018
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O'Reilly - Introduction to Pandas for Developers
01. Introduction
01_01-What Is Pandas.mp4
- 6.61 MB
01_02-About The Author.mp4
- 2.13 MB
01_03-Installation.mp4
- 10.56 MB
01_04-Pandas Vs. Other Platforms.mp4
- 5.36 MB
01_05-How To Access Your Working Files.mp4
- 26.38 MB
02. Basic Series
02_01-Python Lists.mp4
- 4.37 MB
02_02-Numpy 1D Arrays.mp4
- 13.66 MB
02_03-Pandas Series.mp4
- 10.13 MB
02_04-Boolean Arrays.mp4
- 10.57 MB
02_05-Series Index.mp4
- 9.96 MB
03. More Series
03_01-Data Types.mp4
- 7.9 MB
03_02-Iteration.mp4
- 8.87 MB
03_03-Broadcasting Operations.mp4
- 13.52 MB
03_04-Crud Operations Reading.mp4
- 18.99 MB
03_05-Crud Operations Update.mp4
- 17.42 MB
03_06-Crud Operations Deletion.mp4
- 6.28 MB
03_07-Summary Statistics.mp4
- 14.97 MB
03_08-Dealing With Duplicates.mp4
- 18.2 MB
03_09-Dealing With Nan.mp4
- 17.9 MB
03_10-Plotting.mp4
- 9.67 MB
03_11-Serialization.mp4
- 11.61 MB
04. Dataframe Basics
04_01-Columnar Data.mp4
- 8.93 MB
04_02-Similarities To Python Dictionaries.mp4
- 14.28 MB
04_03-Creation From Lists And Dicts.mp4
- 11.63 MB
04_04-Reading CSV Files.mp4
- 4.86 MB
05. Relational Algebra
05_01-Selection.mp4
- 24.67 MB
05_02-Projection.mp4
- 10.33 MB
05_03-Cartesian Product.mp4
- 21.66 MB
05_04-Union.mp4
- 12.53 MB
05_05-Difference.mp4
- 8.74 MB
06. More Dataframes
06_01-Exploring Data.mp4
- 11.03 MB
06_02-Axes Of Dataframes.mp4
- 5.86 MB
06_03-Index And Columns.mp4
- 9.32 MB
06_04-Summary Statistics.mp4
- 11.32 MB
06_05-Histograms.mp4
- 16.74 MB
06_06-Transposing Data.mp4
- 5.49 MB
07. Tweaking Dataframes
07_01-Adding Rows.mp4
- 18.39 MB
07_02-Adding Columns.mp4
- 7.15 MB
07_03-Applying Functions To Columns.mp4
- 11.7 MB
07_04-Removing Columns.mp4
- 7.15 MB
07_05-Sorting Data.mp4
- 22.04 MB
07_06-Iteration Over Data.mp4
- 15.92 MB
07_07-Setting Data.mp4
- 18.31 MB
08. Joins
08_01-Concat With Rows.mp4
- 10.46 MB
08_02-Concat With Cols.mp4
- 5.79 MB
08_03-Inner Join.mp4
- 7.3 MB
08_04-Outer Join.mp4
- 10.42 MB
08_05-Left Join.mp4
- 7.67 MB
08_06-Right Join.mp4
- 4.13 MB
08_07-Join On Index.mp4
- 7.96 MB
09. Filtering Dataframes
09_01-Filtering Columns.mp4
- 7.19 MB
09_02-Boolean Arrays.mp4
- 3 MB
09_03-Filtering Rows.mp4
- 2.45 MB
09_04-Using Functions To Filter.mp4
- 10.28 MB
09_05-Boolean Operations For Filtering.mp4
- 8.12 MB
09_06-Dealing With Nan.mp4
- 9.81 MB
10. Grouping
10_01-Basic Grouping.mp4
- 10.27 MB
10_02-More Grouping.mp4
- 10.92 MB
10_03-Pivoting.mp4
- 14.73 MB
10_04-StackingUnstacking.mp4
- 7.6 MB
11. Serialization
11_01-CSV Reading And Writing.mp4
- 20.26 MB
11_02-JSON.mp4
- 21.03 MB
11_03-Pickle.mp4
- 6.33 MB
11_04-Numpy.mp4
- 7.65 MB
11_05-Excel.mp4
- 12.17 MB
12. Plotting
12_01-Basic Plotting.mp4
- 17.86 MB
12_02-Histograms.mp4
- 22.38 MB
12_03-Bar Plots.mp4
- 9.89 MB
12_04-Line Plots.mp4
- 12.8 MB
12_05-Faceting.mp4
- 16.96 MB
13. Time Series
13_01-Date Manipulation.mp4
- 20.9 MB
13_02-Window Functions.mp4
- 20.15 MB
13_03-Plotting.mp4
- 5.83 MB
14. Machine Learning
14_01-Using Pandas With ScikitLearn.mp4
- 18.05 MB
14_02-Sample Regression.mp4
- 15.51 MB
15. Sample Application
15_01-Crawling Data.mp4
- 38.28 MB
15_02-Crawling Data Part 2.mp4
- 22.39 MB
15_03-Munging Data.mp4
- 23.23 MB
15_04-Munging Data Part 2.mp4
- 23.46 MB
15_05-Plotting Data.mp4
- 41.14 MB
15_06-Creating An Infographic.mp4
- 24.8 MB
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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InfoHash:
B2C37F914C5926BB0F78CF47F5644C80F5BB813D
Last updated:
Jan 24, 2022
File count:
84 B
File Category:
1
Tags:
reilly, introduction, pandas, developers
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