Source: Deep Learning on Medium
Ways To Learn Machine Learning and Deep Learning
“Artificial Intelligence, deep learning, machine learning — whatever you’re doing if you don’t understand it — learn it. Because otherwise you’re going to be a dinosaur within 3 years.” ~Mark Cuban
I like to do research in the field of Machine Learning and Artificial Intelligence(AI). I am not an expert but also in learning phase and doing my Masters in Data Science.So the better way to learn on this topic is as follows:
1.Machine Learning Course by Andrew NG
This course is best for learning ML from scratch.It provides broad introduction to Machine Learning,Data Mining and Statistical pattern recognition.The faculty is fantastic and it is my first recommendation in this topic!
2.Artificial Intelligence course from MIT
This course introduces the basic knowledge representation,problem solving , and learning methods of Artificial Intelligence.
3.Artificial Intelligence: A Modern Approach
It is the best book that explains all the fundamentals of AI.
4.ML by McGraw-Hill International Editions Computer Science Series
This book covers the field of Machine Learning which is the study of algorithms that allow computer programs to automatically improve through experience.This book can help the undergraduate and introductory level graduate courses in Machine Learning.
5.Introduction to Machine Learning Problem Framing from Google
This is one-hour course introduces the machine learning basics and helps you identify the appropriate situations for Machine Learning.
6.Python for Data Analysis(2nd Edition) O’Reilly
This is best book for learning all the basics of python language for Machine Learning.It also contains all the basics of libraries for ML.