Mathematics for Machine Learning, Hardcover - Marc Peter Deisenroth

Reducere. The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector c...

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector c...

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in...

Rev. ed. of: Mathematics for machine technology / Robert D. Smith, John C. Peterson. 6th ed. 2009.

A practical introduction for final-year undergraduate and graduate level students without a solid background in linear algebra and calculus.

Reducere. Description♦♦Bonus: Buy the Paperback version of this book, and get the kindle eBook version included for FREE**Machine Learning is changing the wo...

Reducere. Unleash the power of Julia for your machine learning tasks. We reveal why Julia is chosen for more and more data science and machine learning proje...

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A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks....

Reducere. DescriptionThis is the 3rd edition of the book. All the code sections are formatted with fixed-width font Consolas for better readability. This boo...

Publisher: Elsevier Science Publishing Co IncAuthor(s): Cho-Jui (Assistant Professor, UCLA Computer Science Department, USA) HsiehIllustration(s): ...

Reducere. Python Machine Learning for BeginnersMachine Learning (ML) and Artificial Intelligence (AI) are here to stay. Yes, that's right. Based on a signifi...

DescriptionThis textbook, fully updated to feature Python version 3.7, covers the key ideas that link probability, statistics, and machine learning...

For graduate students, practitioners, and sophisticated users, this book offers a tutorial approach to the foundations of random matrix theory for ...

Reducere. DescriptionAs its title says, it's the hundred-page machine learning book. It was written by an expert in machine learning holding a Ph.D. in Artif...

3 comprehensive manuscripts in 1 book Machine Learning: An Essential Guide to Machine Learning for Beginners Who Want to Understand Applications, A...

DescriptionWritten by leading researchers, this complete introduction brings together all the theory and tools needed for building robust machine l...

Discover the role of machine learning and artificial intelligence in business forecasting from some of the brightest minds in the field In Business...

Reducere. DescriptionArtificial intelligence and machine learning are considered as hot technologies of this century. As these technologies move from researc...

Reducere. This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout the boo...

Reducere. This textbook introduces linear algebra and optimization in the context of machine learning. Examples and exercises are provided throughout this te...

In this novel, time travel is not only possible, but it can be taught to all those who have the desire to learn. The reader simply needs to follow ...

With this practical book, you'll explore the possibilities of simulation- and synthesis-based machine learning and AI, concentrating on deep reinfo...

DescriptionLearn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document cla...

DescriptionStatistics, Data Mining, and Machine Learning in Astronomy is the essential introduction to the statistical methods needed to analyze co...

DescriptionMachine Learning: An Applied Mathematics Introduction covers the essential mathematics behind all of the following topics K Nearest Neig...

This guide helps data scientists build production-grade machine learning implementations with Kubeflow and shows data engineers how to make models ...

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Reducere. How can you successfully deploy AI?When AI works, it's nothing short of brilliant, helping companies make or save tremendous amounts of money while...

Contributor(s): Author: Alice ZhengAuthor: Amanda CasariFeature engineering is a crucial step in the machine-learning pipeline, yet this topic is r...

A practitioner's tools have a direct impact on the success of his or her work. This book will provide the data scientist with the tools and techniq...

Reducere. Eric the ladybug is an artist and traveler. He went to a mountain to watch the sunset and drew a painting of it. The next day when he woke up, he f...

DescriptionSelf-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Now you ...

Reducere. From self-driving cars and recommender systems to speech and face recognition, machine learning is the way of the future. Would you like to learn t...

DescriptionYou've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are ...

Contributor(s): Author: Charu C. AggarwalText analytics is a field that lies on the interface of information retrieval, machine learning, and natur...

DescriptionSimple concepts about up-and-coming science and technology to kick-start your future genius Machine Learning for Babies & Toddlers is a ...

Reducere. DescriptionArtificial Intelligence (AI) and Machine Learning are now mainstream business tools. They are being applied across many industries to in...