Week 4 - Versioning with Git (Part 2) and Current Developments in ML

This week we will...

cover the following topics:

• Versioning with Git in a Team

• Important Issues to Consider for Feature Engineering

• Current ML Developments

Learning Resources

6MB

250515_Intro to git (Part 2) and current developments.pdf

pdf

Untile next week you should...

• Complete the sections on „Linear Regression“ and „Multiple Linear Regression“ from Module 4 of the course Python for Data Analytics by Deeplearning.ai (about 2 hours).

• meet with your team to discuss potential additional variables to be created for sales prediction (including whether there are any additional data sources you can use).

• update the "Data Import and Preparation" directory in your team repository to include:

  • Additional downloaded or self-created data (e.g., holiday lists)

  • Code to merge all data into one dataset

  • Code to create new variables or prepare existing variables for prediction