I want to learn artificial intelligence and machine learning. Where can I start?

Learn AI and ML

Starting your journey in artificial intelligence (AI) and machine learning (ML) can be exciting and rewarding! Here’s a structured approach to help you get started:

1. Understand the Basics

Mathematics: Brush up on essential math concepts, including:
Linear Algebra (vectors, matrices)
Calculus (derivatives, integrals)
Probability and Statistics (distributions, Bayes' theorem)
Programming: Learn a programming language commonly used in AI/ML:
Python is the most popular choice due to its simplicity and extensive libraries.
2. Online Courses

Introductory Courses:
Coursera:
“Machine Learning” by Andrew Ng (Stanford University)
“AI For Everyone” by Andrew Ng
edX:
“CS50's Introduction to Artificial Intelligence with Python” (Harvard University)
Udacity:
“Intro to Machine Learning Nanodegree”
Specialized Courses:
“Deep Learning Specialization” by Andrew Ng (Coursera)
“Applied Data Science with Python” (University of Michigan on Coursera)
3. Books