O'Reilly - Jupyter Notebook for Data Science Teams

O Reilly - Jupyter Notebook for Data Science Teams

File Size： 819.46 MB

Creat Time： 2016-03-31 05:23:21

Last Active： 2024-11-15 17:37:40

Active Degree： 287

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File List：

  1. 05. Project Data Science With The Notebook EndToEnd Example/05_11-Final Analysis Cleanup.mp4 59.47 MB
  2. 06. Project Data Science Statistics And Data Visualizations/06_03-Advanced Seaborn Plotting.mp4 44.94 MB
  3. 06. Project Data Science Statistics And Data Visualizations/06_04-Statsmodels Analysis Part 1.mp4 42.93 MB
  4. 05. Project Data Science With The Notebook EndToEnd Example/05_10-Random Forest Prediction And Evaluation.mp4 41.41 MB
  5. 06. Project Data Science Statistics And Data Visualizations/06_05-Statsmodels Analysis Part 2.mp4 38.24 MB
  6. 06. Project Data Science Statistics And Data Visualizations/06_02-Advanced Pandas Plotting.mp4 36.05 MB
  7. 05. Project Data Science With The Notebook EndToEnd Example/05_12-Pull Request, Peer Review, And Merge With Master.mp4 35.46 MB
  8. 03. Jupyter Notebook Features/03_03-More On Notebook Extensions.mp4 34.19 MB
  9. 05. Project Data Science With The Notebook EndToEnd Example/05_09-Feature Engineering.mp4 32.26 MB
  10. 03. Jupyter Notebook Features/03_07-Autocreate Documents In HTML Or PDF.mp4 31.47 MB
  11. 05. Project Data Science With The Notebook EndToEnd Example/05_06-Exploratory Data Analysis Regression Plotting.mp4 29.35 MB
  12. 03. Jupyter Notebook Features/03_06-R In Jupyter Notebook.mp4 28.21 MB
  13. 06. Project Data Science Statistics And Data Visualizations/06_01-Initial Data Visualization.mp4 27.64 MB
  14. 01. Introduction/01_03-How To Access Your Working Files.mp4 27.02 MB
  15. 03. Jupyter Notebook Features/03_02-Installing Notebook Extensions.mp4 26.97 MB
  16. 05. Project Data Science With The Notebook EndToEnd Example/05_08-Git Branch Store Data Cleaned Pipeline.mp4 26.45 MB
  17. 02. Setting Up Environment/02_01-Installing The Jupyter Notebook And Setup.mp4 25.30 MB
  18. 03. Jupyter Notebook Features/03_04-SQL Magic And Pandas.mp4 21.21 MB
  19. 04. Sharing Notebooks With A Team/04_04-Version Control.mp4 21.10 MB
  20. 05. Project Data Science With The Notebook EndToEnd Example/05_07-Exploratory Data Analysis Variable Transformations.mp4 20.23 MB
  21. 03. Jupyter Notebook Features/03_08-Interactive Widgets.mp4 20.08 MB
  22. 03. Jupyter Notebook Features/03_09-Bleeding Edge JupyterHub.mp4 16.24 MB
  23. 05. Project Data Science With The Notebook EndToEnd Example/05_05-Version Control.mp4 16.20 MB
  24. 03. Jupyter Notebook Features/03_01-Standard Browser Use.mp4 15.54 MB
  25. 05. Project Data Science With The Notebook EndToEnd Example/05_03-Initial Data Cleaning.mp4 13.92 MB
  26. 05. Project Data Science With The Notebook EndToEnd Example/05_02-Load The Data.mp4 13.40 MB
  27. 07. Conclusion/07_01-Resources And Where To Go From Here.mp4 10.59 MB
  28. 04. Sharing Notebooks With A Team/04_02-Lab Vs. Deliverable Notebook.mp4 9.68 MB
  29. 02. Setting Up Environment/02_02-Setting Up Git And GitHub Account.mp4 9.28 MB
  30. 04. Sharing Notebooks With A Team/04_01-Organizing A Workflow.mp4 9.15 MB
  31. 01. Introduction/01_01-Introduction And Course Overview.mp4 9.11 MB
  32. Working Files/Jupyter_Notebook_for_Data_Science_Teams_Working_Files.zip 8.71 MB
  33. 05. Project Data Science With The Notebook EndToEnd Example/05_04-Creating A New Github Repository.mp4 5.56 MB
  34. 01. Introduction/01_02-About The Author.mp4 4.13 MB
  35. 05. Project Data Science With The Notebook EndToEnd Example/05_01-Get Data.mp4 4.03 MB
  36. 04. Sharing Notebooks With A Team/04_03-Directory Structure And Naming Conventions.mp4 3.93 MB
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