Java Deep Learning Essentials: Unlocking the next generation of predictive power

Dive into the future of data science and learn how to build the sophisticated algorithms that are fundamental to deep learning and AI with Java

Key Features

Book Description

AI and Deep Learning are transforming the way we understand software, making computers more intelligent than we could even imagine just a decade ago. Deep Learning algorithms are being used across a broad range of industries - as the fundamental driver of AI, being able to tackle Deep Learning is going to a vital and valuable skill not only within the tech world but also for the wider global economy that depends upon knowledge and insight for growth and success. Its something thats moving beyond the realm of data science - if youre a Java developer, this book gives you a great opportunity to expand your skillset.

Starting with an introduction to basic machine learning algorithms, to give you a solid foundation, Deep Learning with Java takes you further into this vital world of stunning predictive insights and remarkable machine intelligence. Once youve got to grips with the fundamental mathematical principles, youll start exploring neural networks and identify how to tackle challenges in large networks using advanced algorithms. You will learn how to use the DL4J library and apply Deep Learning to a range of real-world use cases. Featuring further guidance and insights to help you solve challenging problems in image processing, speech recognition, language modeling, this book will make you rethink what you can do with Java, showing you how to use it for truly cutting-edge predictive insights. As a bonus, youll also be able to get to grips with Theano and Caffe, two of the most important tools in Deep Learning today.

By the end of the book, youll be ready to tackle Deep Learning with Java. Wherever youve come from - whether youre a data scientist or Java developer - you will become a part of the Deep Learning revolution!

What You Will Learn

Who this book is for

This book is intended for data scientists and Java developers who want to dive into the exciting world of deep learning. It would also be good for machine learning users who intend to leverage deep learning in their projects, working within a big data environment.