What is this book about? Machine learning has gained tremendous popularity for its powerful and fast predictions with large datasets. However, the true forces behind its powerful output are the ...

The real power of machine learning resides in its algorithms, which make even the most difficult ... There are no strict prerequisites for this book; however, it's important to have basic intermediate ...

Machine Learning Algorithms in Depth dives into the design and underlying principles of some of the most exciting machine learning (ML) algorithms in the world today. With a particular emphasis on ...

a data scientist and author of several books on machine learning. The book covers the essential concepts and algorithms of RL, such as Markov decision processes, Bellman equations, dynamic ...

By the end of this machine learning book, you will have learned essential concepts of graph theory and all the algorithms and techniques used to build successful machine learning applications. This ...

At first glance, machine learning might seem mysterious, but it’s built on a logical foundation. Let’s explore how each step ...