Linear Algebra and Optimization for Machine Learning: A Textbook, Hardcover - Charu C. Aggarwal

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

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

DescriptionThis book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. ...

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

DescriptionThis textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capt...

Reducere. DescriptionThis book covers both classical and modern models in deep learning. The primary focus is on the theory and algorithms of deep learning. ...

Reducere. This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the w...

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

Reducere. DescriptionArtificial intelligence (AI) and machine learning are finally accessible to everyone, including kids Conceived by professional researche...

DescriptionArtificial intelligence (AI) and machine learning are finally accessible to everyone, including kids Conceived by professional researche...

Linear algebra and the foundations of deep learning, together at last From Professor Gilbert Strang, acclaimed author of Introduction to Linear Alg...

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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Reducere. Dive into hyperparameter tuning of machine learning models and focus on what hyperparameters are and how they work. This book discusses different t...

Emphasizes a vectors approach and prepares students to make the transition from computational to theoretical mathematics. This book includes applic...

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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...

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

Linear Algebra: A Geometric Approach, now in its second edition and written by Malcolm Adams and Ted Shifrin, presents the standard computational a...

Reducere. Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

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

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

The scope of this book covers the modeling and forecast of renewable energy and operation and planning of power system with renewable energy integr...

This textbook demonstrates the strong interconnections between linear algebra and group theory by presenting them simultaneously, a pedagogical str...

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

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

Reducere. A First Course in Linear Algebra is an introduction to the basic concepts of linear algebra, along with an introduction to the techniques of formal...

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Publisher: Cengage Learning, IncAuthor(s): Ron (The Pennsylvania State University, The Behrend College) LarsonNumber of pages: 592Publication date:...

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

Publisher: Taylor & Francis IncAuthor(s): Craig A. (Georgia Institute of Technology, Atlanta, USA) ToveyIllustration(s): 100 Illustrations, black a...

The book provides a self-contained mathematical introduction to linear optimization for undergraduate students of Mathematics. This book is equally...

"Linear Algebra" is intended for a one-term course at the junior or senior level. It begins with an exposition of the basic theory of vector spaces...

Reducere. This is a graduate textbook covering an especially broad range of topics. The first part of the book contains a careful but rapid discussion of the...

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...

Redescopera farmecul lecturii si alege-ti de pe elefant.ro carti in limba engleza scrise de autori consacrati. Iti punem la dispozitie sute de mii ...

Publisher: Princeton University PressAuthor(s): Brandon M. StewartIllustration(s): 41 b/w illus. 27 tables.Number of pages: 360Publication date: 20...

The language of the Minoan people has remained an enigma for more than a century since their ancient civilization was discovered. The script that r...

Aimed at first-year undergraduate student in physics and engineering, this textbook combines a rigorous theoretical introduction to linear algebra ...

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Reducere. Take the guesswork out of learning how to code and get ready for a fulfilling career in the tech industry If you're new to programming and are tryi...

Reducere. A prominent and influential mathematician who has received numerous awards wrote this text to remedy a common failing in teaching algebra: the negl...

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