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Download U*d*e*m*y Data Analysis with Python and Pandas

Data Analysis with Python and Pandas

Name

U*d*e*m*y Data Analysis with Python and Pandas

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Total Size

2.4 GB

Total Files

51

Hash

F75FCA394973883677515565249620D29D65F49B

/01 Introduction to the Course/

001 Course Introduction.mp4

84.3 MB

002 Getting pandas and fundamentals.mp4

29.9 MB

/02 Introduction to Pandas/

003 Section intro.mp4

19.1 MB

004 Creating and Navigating a Dataframe.mp4

31.3 MB

005 Slices, head and tail.mp4

37.6 MB

006 Indexing.mp4

28.6 MB

007 Visualizing The Data.mp4

43.2 MB

008 Converting To Python List Or Pandas Series.mp4

36.2 MB

009 Section Outro.mp4

35.4 MB

/03 IO Tools/

010 Section intro.mp4

48.0 MB

011 Read Csv And To Csv.mp4

48.3 MB

012 io operations.mp4

25.4 MB

013 Read_hdf and to_hdf.mp4

37.0 MB

014 Read Json And To Json.mp4

53.3 MB

015 Read Pickle And To Pickle.mp4

50.0 MB

016 Section Outro.mp4

83.3 MB

/04 Pandas Operations/

017 Section intro.mp4

44.6 MB

018 Column Manipulation Operatings on columns, creating new ones.mp4

28.4 MB

019 Column and Dataframe logical categorization.mp4

35.5 MB

020 Statistical Functions Against Data.mp4

44.2 MB

021 Moving and rolling statistics.mp4

41.9 MB

022 Rolling apply.mp4

44.2 MB

023 Section Outro.mp4

68.3 MB

/05 Handling for Missing Data Outliers/

024 Section Intro.mp4

66.4 MB

025 drop na.mp4

37.0 MB

026 Filling Forward And Backward Na.mp4

58.9 MB

027 detecting outliers.mp4

46.1 MB

028 Section Outro.mp4

112.5 MB

/06 Combining Dataframes/

029 Section Intro.mp4

82.9 MB

030 Concatenation.mp4

31.0 MB

031 Appending data frames.mp4

31.7 MB

032 Merging dataframes.mp4

30.1 MB

033 Joining dataframes.mp4

42.6 MB

034 Section Outro.mp4

100.3 MB

/07 Advanced Operations/

035 Section Intro.mp4

60.5 MB

036 Basic Sorting.mp4

37.3 MB

037 Sorting by multiple rules.mp4

27.4 MB

038 Resampling basics time and how mean, sum etc.mp4

40.5 MB

039 Resampling to ohlc.mp4

35.4 MB

040 Correlation and Covariance Part 1.mp4

60.7 MB

041 Correlation and Covariance Part 2.mp4

784.2 KB

042 Mapping custom functions.mp4

28.0 MB

043 Graphing percent change of income groups.mp4

46.5 MB

044 Buffering basics.mp4

56.3 MB

045 Buffering into and out of hdf5.mp4

39.8 MB

046 Section Outro.mp4

66.9 MB

/08 Working with Databases/

047 Section Intro.mp4

24.7 MB

048 Writing to reading from database into a data frame.mp4

27.7 MB

049 Resampling data and preparing graph.mp4

41.0 MB

050 Finishing Manipulation And Graph.mp4

57.2 MB

051 Section and course outro.mp4

137.6 MB

 

Total files 51


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