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O'Reilly - Jupyter Notebook for Data Science Teams

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File Name
Size
01. Introduction/01_01-Introduction And Course Overview.mp4
8.9 MB
01. Introduction/01_02-About The Author.mp4
4.0 MB
01. Introduction/01_03-How To Access Your Working Files.mp4
26 MB
02. Setting Up Environment/02_01-Installing The Jupyter Notebook And Setup.mp4
25 MB
02. Setting Up Environment/02_02-Setting Up Git And GitHub Account.mp4
9.1 MB
03. Jupyter Notebook Features/03_01-Standard Browser Use.mp4
15 MB
03. Jupyter Notebook Features/03_02-Installing Notebook Extensions.mp4
26 MB
03. Jupyter Notebook Features/03_03-More On Notebook Extensions.mp4
33 MB
03. Jupyter Notebook Features/03_04-SQL Magic And Pandas.mp4
21 MB
03. Jupyter Notebook Features/03_06-R In Jupyter Notebook.mp4
28 MB
03. Jupyter Notebook Features/03_07-Autocreate Documents In HTML Or PDF.mp4
31 MB
03. Jupyter Notebook Features/03_08-Interactive Widgets.mp4
20 MB
03. Jupyter Notebook Features/03_09-Bleeding Edge JupyterHub.mp4
16 MB
04. Sharing Notebooks With A Team/04_01-Organizing A Workflow.mp4
8.9 MB
04. Sharing Notebooks With A Team/04_02-Lab Vs. Deliverable Notebook.mp4
9.5 MB
04. Sharing Notebooks With A Team/04_03-Directory Structure And Naming Conventions.mp4
3.8 MB
04. Sharing Notebooks With A Team/04_04-Version Control.mp4
21 MB
05. Project Data Science With The Notebook EndToEnd Example/05_01-Get Data.mp4
3.9 MB
05. Project Data Science With The Notebook EndToEnd Example/05_02-Load The Data.mp4
13 MB
05. Project Data Science With The Notebook EndToEnd Example/05_03-Initial Data Cleaning.mp4
14 MB
05. Project Data Science With The Notebook EndToEnd Example/05_04-Creating A New Github Repository.mp4
5.4 MB
05. Project Data Science With The Notebook EndToEnd Example/05_05-Version Control.mp4
16 MB
05. Project Data Science With The Notebook EndToEnd Example/05_06-Exploratory Data Analysis Regression Plotting.mp4
29 MB
05. Project Data Science With The Notebook EndToEnd Example/05_07-Exploratory Data Analysis Variable Transformations.mp4
20 MB
05. Project Data Science With The Notebook EndToEnd Example/05_08-Git Branch Store Data Cleaned Pipeline.mp4
26 MB
05. Project Data Science With The Notebook EndToEnd Example/05_09-Feature Engineering.mp4
32 MB
05. Project Data Science With The Notebook EndToEnd Example/05_10-Random Forest Prediction And Evaluation.mp4
40 MB
05. Project Data Science With The Notebook EndToEnd Example/05_11-Final Analysis Cleanup.mp4
58 MB
05. Project Data Science With The Notebook EndToEnd Example/05_12-Pull Request, Peer Review, And Merge With Master.mp4
35 MB
06. Project Data Science Statistics And Data Visualizations/06_01-Initial Data Visualization.mp4
27 MB
06. Project Data Science Statistics And Data Visualizations/06_02-Advanced Pandas Plotting.mp4
35 MB
06. Project Data Science Statistics And Data Visualizations/06_03-Advanced Seaborn Plotting.mp4
44 MB
06. Project Data Science Statistics And Data Visualizations/06_04-Statsmodels Analysis Part 1.mp4
42 MB
06. Project Data Science Statistics And Data Visualizations/06_05-Statsmodels Analysis Part 2.mp4
37 MB
07. Conclusion/07_01-Resources And Where To Go From Here.mp4
10 MB
Working Files/Jupyter_Notebook_for_Data_Science_Teams_Working_Files.zip
8.5 MB