Machine Learning Systems

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2024-07-10 20:30:05

Welcome to Machine Learning Systems with TinyML. This book is your gateway to the fast-paced world of AI systems. It is an extension of the course CS249r at Harvard University.

We aim to make this open-source book a collaborative effort that brings together insights from students, professionals, and the broader community of AI practitioners. We want to create a one-stop guide that dives deep into the nuts and bolts of AI systems and their many applications.

This isn’t a static textbook; it’s a living, breathing document. We’re making it open-source and continuously updated to meet the ever-changing needs of this dynamic field. Expect a rich blend of expert knowledge that guides you through the complex interplay between cutting-edge algorithms and the foundational principles that make them work. We’re setting the stage for the next big leap in AI innovation.

We’re in an age where technology is always evolving. Open collaboration and sharing knowledge are the building blocks of true innovation. That’s the spirit behind this effort. We go beyond the traditional textbook model to create a living knowledge hub, so that we can all share and learn from one another.