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O'Reilly - Jupyter Notebook for Data Science Teams
magnet:?xt=urn:btih:95349029bfd4669f17b57d69c1750a7b6d4d1451&dn=O'Reilly - Jupyter Notebook for Data Science Teams
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95349029bfd4669f17b57d69c1750a7b6d4d1451
infohash:
35
文件数量
791.75 MB
文件大小
2022-10-15 14:29
创建日期
2024-11-19 18:07
最后访问
相关分词
O'Reilly
-
Jupyter
Notebook
for
Data
Science
Teams
01. Introduction/01_01-Introduction And Course Overview.mp4 8.9 MB
01. Introduction/01_02-About The Author.mp4 4.03 MB
01. Introduction/01_03-How To Access Your Working Files.mp4 26.38 MB
02. Setting Up Environment/02_01-Installing The Jupyter Notebook And Setup.mp4 24.71 MB
02. Setting Up Environment/02_02-Setting Up Git And GitHub Account.mp4 9.07 MB
03. Jupyter Notebook Features/03_01-Standard Browser Use.mp4 15.17 MB
03. Jupyter Notebook Features/03_02-Installing Notebook Extensions.mp4 26.34 MB
03. Jupyter Notebook Features/03_03-More On Notebook Extensions.mp4 33.39 MB
03. Jupyter Notebook Features/03_04-SQL Magic And Pandas.mp4 20.71 MB
03. Jupyter Notebook Features/03_06-R In Jupyter Notebook.mp4 27.54 MB
03. Jupyter Notebook Features/03_07-Autocreate Documents In HTML Or PDF.mp4 30.74 MB
03. Jupyter Notebook Features/03_08-Interactive Widgets.mp4 19.61 MB
03. Jupyter Notebook Features/03_09-Bleeding Edge JupyterHub.mp4 15.86 MB
04. Sharing Notebooks With A Team/04_01-Organizing A Workflow.mp4 8.93 MB
04. Sharing Notebooks With A Team/04_02-Lab Vs. Deliverable Notebook.mp4 9.45 MB
04. Sharing Notebooks With A Team/04_03-Directory Structure And Naming Conventions.mp4 3.84 MB
04. Sharing Notebooks With A Team/04_04-Version Control.mp4 20.6 MB
05. Project Data Science With The Notebook EndToEnd Example/05_01-Get Data.mp4 3.93 MB
05. Project Data Science With The Notebook EndToEnd Example/05_02-Load The Data.mp4 13.09 MB
05. Project Data Science With The Notebook EndToEnd Example/05_03-Initial Data Cleaning.mp4 13.6 MB
05. Project Data Science With The Notebook EndToEnd Example/05_04-Creating A New Github Repository.mp4 5.43 MB
05. Project Data Science With The Notebook EndToEnd Example/05_05-Version Control.mp4 15.82 MB
05. Project Data Science With The Notebook EndToEnd Example/05_06-Exploratory Data Analysis Regression Plotting.mp4 28.66 MB
05. Project Data Science With The Notebook EndToEnd Example/05_07-Exploratory Data Analysis Variable Transformations.mp4 19.75 MB
05. Project Data Science With The Notebook EndToEnd Example/05_08-Git Branch Store Data Cleaned Pipeline.mp4 25.83 MB
05. Project Data Science With The Notebook EndToEnd Example/05_09-Feature Engineering.mp4 31.5 MB
05. Project Data Science With The Notebook EndToEnd Example/05_10-Random Forest Prediction And Evaluation.mp4 40.44 MB
05. Project Data Science With The Notebook EndToEnd Example/05_11-Final Analysis Cleanup.mp4 58.08 MB
05. Project Data Science With The Notebook EndToEnd Example/05_12-Pull Request, Peer Review, And Merge With Master.mp4 34.63 MB
06. Project Data Science Statistics And Data Visualizations/06_01-Initial Data Visualization.mp4 26.99 MB
06. Project Data Science Statistics And Data Visualizations/06_02-Advanced Pandas Plotting.mp4 35.2 MB
06. Project Data Science Statistics And Data Visualizations/06_03-Advanced Seaborn Plotting.mp4 43.89 MB
06. Project Data Science Statistics And Data Visualizations/06_04-Statsmodels Analysis Part 1.mp4 41.92 MB
06. Project Data Science Statistics And Data Visualizations/06_05-Statsmodels Analysis Part 2.mp4 37.34 MB
07. Conclusion/07_01-Resources And Where To Go From Here.mp4 10.34 MB
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