How to learn Machine Learning

Inspired by Machine Learning for Software Engineers & How to learn Deep Learning in 6 months

What is it?

This is my multi-month study plan to become machine learning engineer.

I have a Software Engineering degree, not a Computer Science degree. I have an itty-bitty amount of basic knowledge about: Calculus, Linear Algebra, Discrete Mathematics, Probability & Statistics from university.

Before getting Started

"We learn driving a car — by driving. Not by learning how the clutch and the internal combustion engine work." When learning machine learning(AI), I'm following the same top-down approach.

The Daily Plan

I take one subject from the list below, read and google it, run code and take notes. I will forget most of the learnt material, so I make flashcards. I use Anki to review on my phone, wherever I am.