Math for Machine Learning with Python

via edX

Overview

Embark on your journey into the realms of machine learning and artificial intelligence without fear of the mathematical hurdles. Whether you're intimidated by terms like "algebra" and "calculus" or it’s been a while since your last math class, our course, "Math for Machine Learning with Python," is here to ease your worries.

Machine learning and AI heavily rely on mathematical concepts such as Calculus, Linear Algebra, Probability, Statistics, and Optimization. Understanding that these can seem formidable, this course is crafted not to turn you into a mathematician, but rather to strengthen your foundational knowledge and familiarize you with the notation essential for these fields. Through practical exercises using Python, you will actively apply what you learn directly to data, making the theoretical practical.

This edX course features content created by Microsoft Corporation, ensuring you receive top-tier educational material from one of the leaders in technology.