O'Reilly - Jupyter Notebook for Data Science Teams -移花宫-武林禁地，闲人禁止入内

O'Reilly - Jupyter Notebook for Data Science Teams

磁力链接/BT种子名称

O'Reilly - Jupyter Notebook for Data Science Teams

磁力链接/BT种子简介

种子哈希：95349029bfd4669f17b57d69c1750a7b6d4d1451
文件大小：800.26M
已经下载：5827次
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收录时间：2017-02-11
最近下载：2025-12-30

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文件列表

01. Introduction/01_01-Introduction And Course Overview.mp4 9.3 MB
01. Introduction/01_02-About The Author.mp4 4.2 MB
01. Introduction/01_03-How To Access Your Working Files.mp4 27.7 MB
02. Setting Up Environment/02_01-Installing The Jupyter Notebook And Setup.mp4 25.9 MB
02. Setting Up Environment/02_02-Setting Up Git And GitHub Account.mp4 9.5 MB
03. Jupyter Notebook Features/03_01-Standard Browser Use.mp4 15.9 MB
03. Jupyter Notebook Features/03_02-Installing Notebook Extensions.mp4 27.6 MB
03. Jupyter Notebook Features/03_03-More On Notebook Extensions.mp4 35.0 MB
03. Jupyter Notebook Features/03_04-SQL Magic And Pandas.mp4 21.7 MB
03. Jupyter Notebook Features/03_06-R In Jupyter Notebook.mp4 28.9 MB
03. Jupyter Notebook Features/03_07-Autocreate Documents In HTML Or PDF.mp4 32.2 MB
03. Jupyter Notebook Features/03_08-Interactive Widgets.mp4 20.6 MB
03. Jupyter Notebook Features/03_09-Bleeding Edge JupyterHub.mp4 16.6 MB
04. Sharing Notebooks With A Team/04_01-Organizing A Workflow.mp4 9.4 MB
04. Sharing Notebooks With A Team/04_02-Lab Vs. Deliverable Notebook.mp4 9.9 MB
04. Sharing Notebooks With A Team/04_03-Directory Structure And Naming Conventions.mp4 4.0 MB
04. Sharing Notebooks With A Team/04_04-Version Control.mp4 21.6 MB
05. Project Data Science With The Notebook EndToEnd Example/05_01-Get Data.mp4 4.1 MB
05. Project Data Science With The Notebook EndToEnd Example/05_02-Load The Data.mp4 13.7 MB
05. Project Data Science With The Notebook EndToEnd Example/05_03-Initial Data Cleaning.mp4 14.3 MB
05. Project Data Science With The Notebook EndToEnd Example/05_04-Creating A New Github Repository.mp4 5.7 MB
05. Project Data Science With The Notebook EndToEnd Example/05_05-Version Control.mp4 16.6 MB
05. Project Data Science With The Notebook EndToEnd Example/05_06-Exploratory Data Analysis Regression Plotting.mp4 30.1 MB
05. Project Data Science With The Notebook EndToEnd Example/05_07-Exploratory Data Analysis Variable Transformations.mp4 20.7 MB
05. Project Data Science With The Notebook EndToEnd Example/05_08-Git Branch Store Data Cleaned Pipeline.mp4 27.1 MB
05. Project Data Science With The Notebook EndToEnd Example/05_09-Feature Engineering.mp4 33.0 MB
05. Project Data Science With The Notebook EndToEnd Example/05_10-Random Forest Prediction And Evaluation.mp4 42.4 MB
05. Project Data Science With The Notebook EndToEnd Example/05_11-Final Analysis Cleanup.mp4 60.9 MB
05. Project Data Science With The Notebook EndToEnd Example/05_12-Pull Request, Peer Review, And Merge With Master.mp4 36.3 MB
06. Project Data Science Statistics And Data Visualizations/06_01-Initial Data Visualization.mp4 28.3 MB
06. Project Data Science Statistics And Data Visualizations/06_02-Advanced Pandas Plotting.mp4 36.9 MB
06. Project Data Science Statistics And Data Visualizations/06_03-Advanced Seaborn Plotting.mp4 46.0 MB
06. Project Data Science Statistics And Data Visualizations/06_04-Statsmodels Analysis Part 1.mp4 44.0 MB
06. Project Data Science Statistics And Data Visualizations/06_05-Statsmodels Analysis Part 2.mp4 39.2 MB
07. Conclusion/07_01-Resources And Where To Go From Here.mp4 10.8 MB
Working Files/Jupyter_Notebook_for_Data_Science_Teams_Working_Files.zip 8.9 MB