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

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...

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...

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

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...

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 ...

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

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

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 ...

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

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

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

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...

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

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

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

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...

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

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...

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

Contributor(s): Author: Muller Andreas C.Author: Sarah GuidoMachine learning has become an integral part of many commercial applications and resear...

This concise and accessible textbook is a comprehensive introduction to the key historical aspects of translation. Six chapters cover essential con...