PDC4S:\Web Development Courses\Become a Professional Python Programmer\4. Data analysis with python and pandas

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NameSizeDate Modified
1. Introduction.mp490,664 KB2/16/2019 12:13 PM
1. Introduction.vtt6 KB2/16/2019 12:13 PM
1.1 Source Code.zip23 KB2/16/2019 12:13 PM
10. IO Tools Introduction.mp423,092 KB2/16/2019 12:13 PM
10. IO Tools Introduction.vtt4 KB2/16/2019 12:13 PM
11. Read Csv And To Csv.mp421,604 KB2/16/2019 12:13 PM
11. Read Csv And To Csv.vtt13 KB2/16/2019 12:13 PM
12. io operations.mp411,872 KB2/16/2019 12:13 PM
12. io operations.vtt7 KB2/16/2019 12:13 PM
13. Read_hdf and to_hdf.mp417,135 KB2/16/2019 12:13 PM
13. Read_hdf and to_hdf.vtt10 KB2/16/2019 12:13 PM
14. Read Json And To Json.mp422,637 KB2/16/2019 12:13 PM
14. Read Json And To Json.vtt13 KB2/16/2019 12:13 PM
15. Read Pickle And To Pickle.mp424,060 KB2/16/2019 12:13 PM
15. Read Pickle And To Pickle.vtt15 KB2/16/2019 12:13 PM
16. IO Tools Recap.mp440,230 KB2/16/2019 12:13 PM
16. IO Tools Recap.vtt6 KB2/16/2019 12:13 PM
17. Pandas Operations Introduction.mp421,297 KB2/16/2019 12:13 PM
17. Pandas Operations Introduction.vtt4 KB2/16/2019 12:13 PM
18. Column Manipulation (Operatings on columns, creating new ones).mp414,119 KB2/16/2019 12:13 PM
18. Column Manipulation (Operatings on columns, creating new ones).vtt9 KB2/16/2019 12:13 PM
19. Column and Dataframe logical categorization.mp415,305 KB2/16/2019 12:14 PM
19. Column and Dataframe logical categorization.vtt9 KB2/16/2019 12:14 PM
2. Getting Pandas and Fundamentals.mp415,766 KB2/16/2019 12:13 PM
2. Getting Pandas and Fundamentals.vtt12 KB2/16/2019 12:13 PM
20. Statistical Functions Against Data.mp416,226 KB2/16/2019 12:14 PM
20. Statistical Functions Against Data.vtt10 KB2/16/2019 12:14 PM
21. Moving and rolling statistics.mp437,173 KB2/16/2019 12:14 PM
21. Moving and rolling statistics.vtt13 KB2/16/2019 12:14 PM
22. Rolling apply.mp418,868 KB2/16/2019 12:14 PM
22. Rolling apply.vtt12 KB2/16/2019 12:14 PM
23. Pandas Operations Recap.mp432,514 KB2/16/2019 12:14 PM
23. Pandas Operations Recap.vtt5 KB2/16/2019 12:14 PM
24. Handling for Missing Data Outliers Introduction.mp431,617 KB2/16/2019 12:14 PM
24. Handling for Missing Data Outliers Introduction.vtt5 KB2/16/2019 12:14 PM
25. dropNa.mp415,429 KB2/16/2019 12:14 PM
25. dropNa.vtt9 KB2/16/2019 12:14 PM
26. Filling Forward And Backward Na.mp425,757 KB2/16/2019 12:14 PM
26. Filling Forward And Backward Na.vtt15 KB2/16/2019 12:14 PM
27. Detecting outliers.mp423,040 KB2/16/2019 12:14 PM
27. Detecting outliers.vtt16 KB2/16/2019 12:14 PM
28. Handling for Missing Data Outliers Recap.mp412,762 KB2/16/2019 12:14 PM
28. Handling for Missing Data Outliers Recap.vtt2 KB2/16/2019 12:14 PM
29. Combining Dataframes Introduction.mp439,987 KB2/16/2019 12:14 PM
29. Combining Dataframes Introduction.vtt6 KB2/16/2019 12:14 PM
3. Introduction to Pandas.mp47,900 KB2/16/2019 12:13 PM
3. Introduction to Pandas.vtt2 KB2/16/2019 12:13 PM
30. Concatenation.mp416,380 KB2/16/2019 12:14 PM
30. Concatenation.vtt11 KB2/16/2019 12:14 PM
31. Appending data frames.mp414,506 KB2/16/2019 12:14 PM
31. Appending data frames.vtt9 KB2/16/2019 12:14 PM
32. Merging dataframes.mp415,125 KB2/16/2019 12:14 PM
32. Merging dataframes.vtt12 KB2/16/2019 12:14 PM
33. Joining dataframes.mp419,507 KB2/16/2019 12:14 PM
33. Joining dataframes.vtt12 KB2/16/2019 12:14 PM
34. Combining Dataframes Recap.mp448,958 KB2/16/2019 12:14 PM
34. Combining Dataframes Recap.vtt7 KB2/16/2019 12:14 PM
35. Advanced Operations Introduction.mp429,271 KB2/16/2019 12:14 PM
35. Advanced Operations Introduction.vtt4 KB2/16/2019 12:14 PM
36. Basic Sorting.mp441,057 KB2/16/2019 12:14 PM
36. Basic Sorting.vtt11 KB2/16/2019 12:14 PM
37. Sorting by multiple rules.mp414,708 KB2/16/2019 12:15 PM
37. Sorting by multiple rules.vtt10 KB2/16/2019 12:15 PM
38. Resampling basics time and how (mean, sum etc).mp435,966 KB2/16/2019 12:15 PM
38. Resampling basics time and how (mean, sum etc).vtt13 KB2/16/2019 12:15 PM
39. Resampling to ohlc.mp415,784 KB2/16/2019 12:15 PM
39. Resampling to ohlc.vtt9 KB2/16/2019 12:15 PM
4. Creating and Navigating a Dataframe.mp416,333 KB2/16/2019 12:13 PM
4. Creating and Navigating a Dataframe.vtt11 KB2/16/2019 12:13 PM
40. Correlation And Covariance Part1.mp425,505 KB2/16/2019 12:15 PM
40. Correlation And Covariance Part1.vtt13 KB2/16/2019 12:15 PM
41. Correlation and Covariance part 2.mp4106,241 KB2/16/2019 12:15 PM
41. Correlation and Covariance part 2.vtt16 KB2/16/2019 12:15 PM
42. Mapping custom functions.mp415,470 KB2/16/2019 12:15 PM
42. Mapping custom functions.vtt13 KB2/16/2019 12:15 PM
43. Graphing percent change of income groups.mp418,699 KB2/16/2019 12:15 PM
43. Graphing percent change of income groups.vtt9 KB2/16/2019 12:15 PM
44. Buffering Basics.mp425,190 KB2/16/2019 12:15 PM
44. Buffering Basics.vtt13 KB2/16/2019 12:15 PM
45. Buffering Into And Out Of Hdf5.mp419,658 KB2/16/2019 12:15 PM
45. Buffering Into And Out Of Hdf5.vtt13 KB2/16/2019 12:15 PM
46. Advanced Operations Recap.mp432,299 KB2/16/2019 12:15 PM
46. Advanced Operations Recap.vtt4 KB2/16/2019 12:15 PM
47. Working with Databases Introduction.mp410,110 KB2/16/2019 12:15 PM
47. Working with Databases Introduction.vtt2 KB2/16/2019 12:15 PM
48. Writing to reading from database into a data frame.mp416,196 KB2/16/2019 12:15 PM
48. Writing to reading from database into a data frame.vtt13 KB2/16/2019 12:15 PM
49. Resampling data and preparing graph.mp436,438 KB2/16/2019 12:15 PM
49. Resampling data and preparing graph.vtt10 KB2/16/2019 12:15 PM
5. Slices, head and tail.mp417,083 KB2/16/2019 12:13 PM
5. Slices, head and tail.vtt10 KB2/16/2019 12:13 PM
50. Finishing Manipulation And Graph.mp454,784 KB2/16/2019 12:15 PM
50. Finishing Manipulation And Graph.vtt12 KB2/16/2019 12:15 PM
51. Section Conclusion.mp458,336 KB2/16/2019 12:15 PM
51. Section Conclusion.vtt8 KB2/16/2019 12:15 PM
6. Indexing.mp414,216 KB2/16/2019 12:13 PM
6. Indexing.vtt10 KB2/16/2019 12:13 PM
7. Visualizing The Data.mp420,113 KB2/16/2019 12:13 PM
7. Visualizing The Data.vtt11 KB2/16/2019 12:13 PM
8. Converting To Python List Or Pandas Series.mp413,206 KB2/16/2019 12:13 PM
8. Converting To Python List Or Pandas Series.vtt6 KB2/16/2019 12:13 PM
9. Pandas Recap.mp417,227 KB2/16/2019 12:13 PM
9. Pandas Recap.vtt3 KB2/16/2019 12:13 PM