Programming with Data Python and Pandas

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4:01:34

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01 - Introduction.mp4

05:19

02 - Learning objectives.mp4

01:02

03 - 1.1 Install Python and Pandas.mp4

04:32

04 - 1.2 Learn two ways to conceptualize a Series.mp4

04:43

05 - 1.3 Create and examine a Series.mp4

06:37

06 - 1.4 Select from a Series.mp4

04:05

07 - 1.5 Write vectorized queries against a Series.mp4

03:08

08 - 1.6 Handle missing data in Pandas.mp4

05:25

09 - Learning objectives.mp4

00:39

10 - 2.1 Learn different conceptualizations of a DataFrame.mp4

03:47

11 - 2.2 Create a DataFrame.mp4

03:22

12 - 2.3 Select only columns or rows from a DataFrame.mp4

04:11

13 - 2.4 Select both rows and columns of a DataFrame.mp4

05:38

14 - 2.5 Modify a DataFrame in place.mp4

07:42

15 - 2.6 Align and add a column to a DataFrame.mp4

03:18

16 - Learning objectives.mp4

00:54

17 - 3.1 Read data from text files, e.g. CSV.mp4

05:17

18 - 3.2 Read data from binary files.mp4

05:03

19 - 3.3 Read data from a database.mp4

04:00

20 - 3.4 Write data to CSV and other text files.mp4

03:15

21 - 3.5 Write data to parquet format.mp4

06:19

22 - 3.6 Write data to a database.mp4

02:58

23 - Learning objectives.mp4

00:32

24 - 4.1 Understand the theory of split-apply-combine.mp4

02:30

25 - 4.2 Split data by groups.mp4

04:23

26 - 4.3 Apply and reduce by group.mp4

07:55

27 - Learning objectives.mp4

00:49

28 - 5.1 Create a time series.mp4

06:33

29 - 5.2 Select from a time series.mp4

02:44

30 - 5.3 Perform lead and lag operations.mp4

05:48

31 - 5.4 Resample a time series.mp4

02:32

32 - 5.5 Fill and interpolate missing data.mp4

03:09

33 - 5.6 Align time series.mp4

03:48

34 - 5.7 Apply rolling calculations.mp4

03:29

35 - Learning objectives.mp4

00:38

36 - 6.1 Learn different types of joins.mp4

02:24

37 - 6.2 Use merge for general purpose joins.mp4

07:35

38 - 6.3 Understand append and concat.mp4

13:25

39 - 6.4 Perform advanced merges.mp4

06:15

40 - Learning objectives.mp4

00:44

41 - 7.1 Understand the concept of reshaping.mp4

05:43

42 - 7.2 Perform wide to long and long to wide reshaping.mp4

07:27

43 - 7.3 Learn convenience methods for reshaping.mp4

06:46

44 - 7.4 Create pivot tables.mp4

10:56

45 - Learning objectives.mp4

00:28

46 - 8.1 Create a standalone index.mp4

06:52

47 - 8.2 Create a MultiIndex.mp4

13:34

48 - 8.3 Use align and reindex.mp4

06:51

49 - Learning objectives.mp4

00:24

50 - 9.1 Create a custom calendar.mp4

06:05

51 - 9.2 Understand time zone considerations.mp4

08:45

52 - Programming with Data Python and Pandas LiveLessons (Video Training) Summary.mp4

01:16

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