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O'Reilly - Jupyter Notebook for Data Science Teams

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种子名称： O'Reilly - Jupyter Notebook for Data Science Teams
文件类型：视频
文件数目： 35个文件
文件大小： 791.75 MB
收录时间： 2022-10-15 14:29
已经下载： 3次
资源热度： 171
最近下载： 2024-6-26 04:04

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01. Introduction/01_01-Introduction And Course Overview.mp48.9MB

01. Introduction/01_02-About The Author.mp44.03MB

01. Introduction/01_03-How To Access Your Working Files.mp426.38MB

02. Setting Up Environment/02_01-Installing The Jupyter Notebook And Setup.mp424.71MB

02. Setting Up Environment/02_02-Setting Up Git And GitHub Account.mp49.07MB

03. Jupyter Notebook Features/03_01-Standard Browser Use.mp415.17MB

03. Jupyter Notebook Features/03_02-Installing Notebook Extensions.mp426.34MB

03. Jupyter Notebook Features/03_03-More On Notebook Extensions.mp433.39MB

03. Jupyter Notebook Features/03_04-SQL Magic And Pandas.mp420.71MB

03. Jupyter Notebook Features/03_06-R In Jupyter Notebook.mp427.54MB

03. Jupyter Notebook Features/03_07-Autocreate Documents In HTML Or PDF.mp430.74MB

03. Jupyter Notebook Features/03_08-Interactive Widgets.mp419.61MB

03. Jupyter Notebook Features/03_09-Bleeding Edge JupyterHub.mp415.86MB

04. Sharing Notebooks With A Team/04_01-Organizing A Workflow.mp48.93MB

04. Sharing Notebooks With A Team/04_02-Lab Vs. Deliverable Notebook.mp49.45MB

04. Sharing Notebooks With A Team/04_03-Directory Structure And Naming Conventions.mp43.84MB

04. Sharing Notebooks With A Team/04_04-Version Control.mp420.6MB

05. Project Data Science With The Notebook EndToEnd Example/05_01-Get Data.mp43.93MB

05. Project Data Science With The Notebook EndToEnd Example/05_02-Load The Data.mp413.09MB

05. Project Data Science With The Notebook EndToEnd Example/05_03-Initial Data Cleaning.mp413.6MB

05. Project Data Science With The Notebook EndToEnd Example/05_04-Creating A New Github Repository.mp45.43MB

05. Project Data Science With The Notebook EndToEnd Example/05_05-Version Control.mp415.82MB

05. Project Data Science With The Notebook EndToEnd Example/05_06-Exploratory Data Analysis Regression Plotting.mp428.66MB

05. Project Data Science With The Notebook EndToEnd Example/05_07-Exploratory Data Analysis Variable Transformations.mp419.75MB

05. Project Data Science With The Notebook EndToEnd Example/05_08-Git Branch Store Data Cleaned Pipeline.mp425.83MB

05. Project Data Science With The Notebook EndToEnd Example/05_09-Feature Engineering.mp431.5MB

05. Project Data Science With The Notebook EndToEnd Example/05_10-Random Forest Prediction And Evaluation.mp440.44MB

05. Project Data Science With The Notebook EndToEnd Example/05_11-Final Analysis Cleanup.mp458.08MB

05. Project Data Science With The Notebook EndToEnd Example/05_12-Pull Request, Peer Review, And Merge With Master.mp434.63MB

06. Project Data Science Statistics And Data Visualizations/06_01-Initial Data Visualization.mp426.99MB

06. Project Data Science Statistics And Data Visualizations/06_02-Advanced Pandas Plotting.mp435.2MB

06. Project Data Science Statistics And Data Visualizations/06_03-Advanced Seaborn Plotting.mp443.89MB

06. Project Data Science Statistics And Data Visualizations/06_04-Statsmodels Analysis Part 1.mp441.92MB

06. Project Data Science Statistics And Data Visualizations/06_05-Statsmodels Analysis Part 2.mp437.34MB

07. Conclusion/07_01-Resources And Where To Go From Here.mp410.34MB