Machine Learning is a branch of Artificial Intelligence where we use data and algorithms to build intelligent systems. It is one of the highest-paid skills in the industry today. If you want to learn machine learning, you should know that there are a lot of algorithms and techniques to work with data that you have to learn step by step. So if you are looking for some of the best books to learn everything in machine learning step by step, this article is for you. In this article, I will take you through some of the best books that you can follow to learn Machine Learning.
Best Books to Learn Machine Learning
Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow
Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow is one of the best books to learn machine learning. When I started with machine learning, I followed this book too. It contains all the topics you should know and the fundamentals of all the algorithms explained using Python. Besides machine learning, you will also get knowledge about Deep Learning.
If you are a complete beginner, I will not recommend starting with this book. This book is the best to learn machine learning but only for those who know how to work with data. So if you know how to work with data using Python libraries like Pandas, NumPy, and Matplotlib, you can follow this book. You can find this book from here.
Python Data Science Handbook
Python Data Science Handbook is the book you can start with as a complete beginner in machine learning. It will teach you how to work with all the Python libraries for working with data from scratch. You will not learn machine learning in as detail as the book mentioned above, but it is best to start with machine learning as a beginner. If you know the fundamentals of the Python programming language, you can follow this book. You can find this book from here.
So these were some of the best books to learn machine learning. If you are a complete beginner and don’t know how to work with data, I will recommend following Python Data Science Handbook. And if you know how to work with data and want to learn everything in machine learning in detail, I will recommend you to follow Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow. I hope you liked this article on the best books to learn machine learning. Feel free to ask valuable questions in the comments section below.