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fileO-'Reilly-Jupyter-Notebo-120o2

Reilly Jupyter Notebook for Data Science Teams
  • MP401. Introduction\\/01_01-Introduction And Course Overview.mp48.90MB
  • MP401. Introduction\\/01_02-About The Author.mp44.03MB
  • MP401. Introduction\\/01_03-How To Access Your Working Files.mp426.38MB
  • MP402. Setting Up Environment\\/02_01-Installing The Jupyter Notebook And Setup.mp424.71MB
  • MP402. Setting Up Environment\\/02_02-Setting Up Git And GitHub Account.mp49.07MB
  • MP403. Jupyter Notebook Features\\/03_01-Standard Browser Use.mp415.17MB
  • MP403. Jupyter Notebook Features\\/03_02-Installing Notebook Extensions.mp426.34MB
  • MP403. Jupyter Notebook Features\\/03_03-More On Notebook Extensions.mp433.39MB
  • MP403. Jupyter Notebook Features\\/03_04-SQL gic And Pandas.mp420.71MB
  • MP403. Jupyter Notebook Features\\/03_06-R In Jupyter Notebook.mp427.54MB
  • MP403. Jupyter Notebook Features\\/03_07-Autocreate Documents In HTML Or PDF.mp430.74MB
  • MP403. Jupyter Notebook Features\\/03_08-Interactive Widgets.mp419.61MB
  • MP403. Jupyter Notebook Features\\/03_09-Bleeding Edge JupyterHub.mp415.86MB
  • MP404. Sharing Notebooks With A Team\\/04_01-Organizing A Workflow.mp48.93MB
  • MP404. Sharing Notebooks With A Team\\/04_02-Lab Vs. Deliverable Notebook.mp49.45MB
  • MP404. Sharing Notebooks With A Team\\/04_03-Directory Structure And Naming Conventions.mp43.84MB
  • MP404. Sharing Notebooks With A Team\\/04_04-Version Control.mp420.60MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_01-Get Data.mp43.93MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_02-Load The Data.mp413.09MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_03-Initial Data Cleaning.mp413.60MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_04-Creating A New Github Repository.mp45.43MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_05-Version Control.mp415.82MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_06-Exploratory Data Analysis Regression Plotting.mp428.66MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_07-Exploratory Data Analysis Variable Transfortions.mp419.75MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_08-Git Branch Store Data Cleaned Pipeline.mp425.83MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_09-Feature Engineering.mp431.50MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_10-Random Forest Prediction And Evaluation.mp440.44MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_11-Final Analysis Cleanup.mp458.08MB
  • MP405. Project Data Science With The Notebook EndToEnd Example\\/05_12-Pull Request Peer Review And Merge With ster.mp434.63MB
  • MP406. Project Data Science Statistics And Data Visualizations\\/06_01-Initial Data Visualization.mp426.99MB
  • MP406. Project Data Science Statistics And Data Visualizations\\/06_02-Advanced Pandas Plotting.mp435.20MB
  • MP406. Project Data Science Statistics And Data Visualizations\\/06_03-Advanced Seaborn Plotting.mp443.89MB
  • MP406. Project Data Science Statistics And Data Visualizations\\/06_04-Statodels Analysis Part 1.mp441.92MB
  • MP406. Project Data Science Statistics And Data Visualizations\\/06_05-Statodels Analysis Part 2.mp437.34MB
  • MP407. Conclusion\\/07_01-Resources And Where To Go From Here.mp410.34MB
  • ZIPWorking Files\\/Jupyter_Notebook_for_Data_Science_Teams_Working_Files.zip8.51MB
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