Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications

Who This Book Is For This book is for anyone who wants to leverage ML to solve real-world problems. ML in this book refers to both deep learning and classical algorithms, with a leaning toward ML systems at scale, such as those seen at medium to large enterprises and fast-growing startups. Systems at a smaller scale tend to be less complex and might benefit less from the comprehensive approach laid out in this book. Because my background is engineering, the language of this book is geared towa...