Reilly Jupyter Notebook for Data Science Teams | 95349029BFD4669F17B57D69C1750A7B6D4D1451

Reilly Jupyter Notebook for Data Science Teams

Name	O'Reilly - Jupyter Notebook for Data Science Teams	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	839.1 MB
Total Files	36
Hash	95349029BFD4669F17B57D69C1750A7B6D4D1451

/01. Introduction/
01_01-Introduction And Course Overview.mp4	9.3 MB
01_02-About The Author.mp4	4.2 MB
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_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_02-Installing Notebook Extensions.mp4	27.6 MB
03_03-More On Notebook Extensions.mp4	35.0 MB
03_04-SQL Magic And Pandas.mp4	21.7 MB
03_06-R In Jupyter Notebook.mp4	28.9 MB
03_07-Autocreate Documents In HTML Or PDF.mp4	32.2 MB
03_08-Interactive Widgets.mp4	20.6 MB
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_02-Lab Vs. Deliverable Notebook.mp4	9.9 MB
04_03-Directory Structure And Naming Conventions.mp4	4.0 MB
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_02-Load The Data.mp4	13.7 MB
05_03-Initial Data Cleaning.mp4	14.3 MB
05_04-Creating A New Github Repository.mp4	5.7 MB
05_05-Version Control.mp4	16.6 MB
05_06-Exploratory Data Analysis Regression Plotting.mp4	30.1 MB
05_07-Exploratory Data Analysis Variable Transformations.mp4	20.7 MB
05_08-Git Branch Store Data Cleaned Pipeline.mp4	27.1 MB
05_09-Feature Engineering.mp4	33.0 MB
05_10-Random Forest Prediction And Evaluation.mp4	42.4 MB
05_11-Final Analysis Cleanup.mp4	60.9 MB
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_02-Advanced Pandas Plotting.mp4	36.9 MB
06_03-Advanced Seaborn Plotting.mp4	46.0 MB
06_04-Statsmodels Analysis Part 1.mp4	44.0 MB
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
Total files 36