Math Basics required for AI & Machine Learning

Key Takeaways

if you're a software engineer looking to break into AI or machine learning but not sure how much math you need to know don't worry I've got you covered math is one of the most important foundation for AI especially machine learning focus on these three things first is calculus you want to start by understanding derivatives integrals and fundamental theorems a great free resource is from Con Academy and you can find the links in the full world map next is linear algebra you're going to master Matrix operations Vector spaces and linear transformation MIT open courseware offers one of the best free courses finally you're going to master probability and statistics random variables and regressions distributions like cion and boli math could be intimidating for a lot of people but it's only a tool to help you learn and understand