Post-Class

Week 1

• More Practice With Data Science Libraries

  • Download the dataset here and then upload it to your Google Drive.

  • Solutions are located here.

Week 2

• Data Cleaning and the Machine Learning Workflow

  • Download the dataset here and then upload it to your Google Drive.

  • Solutions are located here.

Week 3

• Linear Regression and Regularized Linear Models

  • Download the dataset here and then upload it to your Google Drive.

Week 4

• Classification with the Crab and Possum Data Sets

  • Download the datasets here and here, and then upload them to your Google Drive.

Week 5

• Model Optimization with Baseball Data

  • Download the dataset here and upload it to your Google Drive.

Week 6

• Unsupervised Learning with Generated Data Sets

Week 7

• Creating Neural Networks with Scikit-Learn and Keras

Week 8

•  Additional Features of Keras and Tensorflow Libraries

  • Download the data set here, then upload it to your Google Drive.

Week 9

• Part 1: Solving Differential Equations Numerically

• Part 2: Solving Differential Equations with Neural Networks

• Part 3: Final Project Update