Learn the fundamentals of machine learning including regression and classification techniques. Discover advanced topics like Bayesian inference and deep learning architectures. …

May 31, 2024 · After reading the book, you’ll be ready to discuss all kinds of topics related to machine learning, including supervised and unsupervised learning, the most popular machine …

Feb 13, 2021 · This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists of …

In this book you will learn all the important Machine Learning algorithms that are commonly used in the field of data science. These algorithms can be used for supervised as well as …

Supervised machine learning algorithms are meticulously explained, with practical examples to illustrate their application. The book covers logistic regression and its use in predicting sports …

What is Supervised Learning? binary variable is more complex. Its mean must be between 0 and 1. Solved using logistic sigmoid to squash the output of a linear function into interval (0,1): …

Jan 1, 2022 · We use simple intuitive examples to explain complex concepts, algorithms or methods, as well as democratize all mathematics "behind the scenes". After reading this book, …

Apr 21, 2025 · In this blog, we will explore five free books designed to enhance our understanding of machine learning algorithms. These books come with code examples, detailed diagrams, …

Oct 31, 2022 · In this article, five machine-learning books are recommended to help you build a strong machine-learning foundation. These books range from beginner to intermediate and …