About the author

Yuxi (Hayden) Liu is an experienced data scientist who's focused on developing machine learning and deep learning models and systems. He has worked in a variety of data-driven domains and has applied his expertise in reinforcement learning to computational problems. He is an education enthusiast and is the author of a series of machine learning books. His first book, Python Machine Learning By Example, was a #1 bestseller on Amazon India in 2017 and 2018. His other books include R Deep Learning Projects and Hands-On Deep Learning Architectures with Python, published by Packt. He has also published five first-authored IEEE transaction and conference papers during his master's research at the University of Toronto.