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A Week of Code


  • UC Davis Extension 2901 K Street Sacramento, CA, 95816 United States (map)

This will be an in depth technical training to get you up and running with Jupyter Notebooks, and Python using popular data science packages. 
We have a limited number of spots, so please only RSVP if you can attend all of the sessions. 
 

Monday: 
• Getting Started in Python & Jupyter
• Data Structures
• Exploration & Viz
• Missing Values 


Tuesday: 
• Outlier Detection
• Linear Regression
• Feature Engineering & Transformations 


Wednesday: 
• Validating Model Performance
• Logistic Regression
• Naïve Byes 


Thursday: 
• Decision Tree
• K-NN
• Ensemble Models 


Python Packages: 
• NumPy
• SciPy
• Matplotlib
• Pandas
• Scikit Learn