If you are placed on any projects related to machine learning or data science, it is vital that you have a working understanding of fundamental ML and DS concepts in order to be able to affectively manage your team and your product. Please take a look at the following resources to familiarize yourselves with these important concepts.

1. In order to under stand the core principles of Machine Learning and Data science, please take a look at the Important Terminology page.
2. As a summary of the terms and a general overview of Machine Learning, please read this short TDS article
3. A bit more in-depth the specifics of ML - take a look at Relevant ML Lectures for PMs from the course the DS/ML engineers are taking!
4. Finally, take a look at materials you need and what you can expect from your ML and DS engineers Expectations, Timelines and Resources for ML/DS Project

Resources

Important Terminology

Relevant ML Lectures for PMs

Expectations, Timelines and Resources for ML/DS Project