You will start with the basics of python programming, including python data structures, functions and classes. We follow this up by an introduction to Numerical Python (NumPy) and finally, the course will provide a basic introduction to linear regression from scratch.
Along the way, we will introduce foundational ideas of statistics, linear algebra and calculus.
At the end of this module, you will have the tools and the concepts needed to successfully undertake a rigorous course in machine learning.
Introductory Price: $100
List Price: $250
Bi-weekly live, cohort-based lessons with labs and quizzes
Ten or more hours/week to interact with an experienced & accomplished mentor
Complex problems that challenge you to apply what you learn
10–12 week long Capstone Project with one of our partner companies or faculty