Detailed Schedule

Detailed Schedule#

Day 01: Exploring data with pandas#

Today, we will:#

  • Download/Install Anaconda (if needed)

  • Start up and navigate jupyter lab

  • Read, slice, and filter data with pandas

  • Explore data with pandas, matplotlib, and seaborn

Materials#

Resources#

Day 02: Using KNN to classify objects with scikit-learn and pandas#

Today, we will:#

  • Read in data

  • Explore and clean data

  • Discuss and plan a classification problem

  • Use scikit-learn to build a classification model

  • Evaluate the fit of the model

Materials#

Resources#

Day 03: Performing Regression with scikit-learn#

Today, we will:#

  • Read in data

  • Explore and clean data

  • Discuss and plan a regression problem

  • Use scikit-learn to build a regression model

  • Evaluate the fit of the model

Materials#

Resources#

Day 04: Modeling Project#

Today, we will:#

  • Read in data

  • Explore and clean data

  • Discuss and plan a modeling problem

  • Use scikit-learn to build a model

  • Evaluate the fit of the model

Materials#

Contents