TOP 10 Best Machine Learning Textbook Results at 10Bestify.com
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Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems
Graphics in this book are printed in black and white.Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—scikit-learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is p... [Read More] Best Machine Learning Textbook
- ASIN: 1491962291
- ASIN: 1491962291
- ISBN: 1491962291
- Brand: O'Reilly Media
- Manufacturer: O'Reilly Media
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Understanding Machine Learning: From Theory to Algorithms
Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide array of central topics that have not been addressed by previous textbooks. These include a discussion of the computational complexity of learning and the concepts of convexity and stability; important algorithmic paradigms including stochastic gradient descent, neural networks, and structured output... [Read More] Best Machine Learning Textbook
- ASIN: 1107057132
- ASIN: 1107057132
- ISBN: 1107057132
- Manufacturer: Cambridge University Press
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Artificial Intelligence: With an Introduction to Machine Learning, Second Edition (Chapman & Hall/CRC Artificial Intelligence and Robotics Series)
The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to Machine Learning, Second Edition, retains the same accessibility and problem-solving approach, while providing new material and methods. The book is divided into five sections that focus on the most useful techniques that have emerged from AI. The first section of the book covers logic-based methods, while the second section focuses on probability-based methods. Emergent intelligence is featured in the third section and explores evolutionary computation and methods based on swarm intelligence. The newest section comes next and provides a detailed overview of ... [Read More] Best Machine Learning Textbook
- ASIN: 1138502383
- ASIN: 1138502383
- ISBN: 9781138502383
- Manufacturer: Chapman and Hall/CRC
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Machine Learning Refined: Foundations, Algorithms, and Applications
Providing a unique approach to machine learning, this text contains fresh and intuitive, yet rigorous, descriptions of all fundamental concepts necessary to conduct research, build products, tinker, and play. By prioritizing geometric intuition, algorithmic thinking, and practical real world applications in disciplines including computer vision, natural language processing, economics, neuroscience, recommender systems, physics, and biology, this text provides readers with both a lucid understanding of foundational material as well as the practical tools needed to solve real-world problems. With in-depth Python and MATLAB/OCTAVE-based computational exercises and a complete treatment of cutting edge numerical optimization techniques, this is an essential resource for students and an ideal re... [Read More] Best Machine Learning Textbook
- ASIN: 1107123526
- ASIN: 1107123526
- ISBN: 9781107123526
- Brand: Cambridge University Press
- Manufacturer: Cambridge University Press
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Deep Learning (Adaptive Computation and Machine Learning series)
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceXDeep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of t... [Read More] Best Machine Learning Textbook
- ASIN: 0262035618
- ASIN: 0262035618
- ISBN: 0262035618
- Brand: The MIT Press
- Manufacturer: The MIT Press
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An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and ot... [Read More] Best Machine Learning Textbook
- ASIN: 1461471370
- ASIN: 1461471370
- ISBN: 1461471370
- Brand: Springer
- Manufacturer: Springer
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Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)
A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book... [Read More] Best Machine Learning Textbook
- ASIN: 0262018020
- ASIN: 0262018020
- ISBN: 0262018020
- Brand: imusti
- Manufacturer: The MIT Press
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Data Mining: Practical Machine Learning Tools and Techniques (Morgan Kaufmann Series in Data Management Systems)
Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the p... [Read More] Best Machine Learning Textbook
- ASIN: 0128042915
- ASIN: 0128042915
- ISBN: 0128042915
- Brand: Morgan Kaufmann
- Manufacturer: Morgan Kaufmann
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
This book describes the important ideas in a variety of fields such as medicine, biology, finance, and marketing in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of colour graphics. It is a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting---the first comprehensive treatment of this topic in any book. This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, le... [Read More] Best Machine Learning Textbook
- ASIN: 0387848576
- ASIN: 0387848576
- ISBN: 0387848576
- Brand: Springer
- Manufacturer: Springer
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Machine Learning (McGraw-Hill International Editions Computer Science Series)
This book covers the field of machine learning, which is the study of algorithms that allow computer programs to automatically improve through experience. The book is intended to support upper level undergraduate and introductory level graduate courses in machine learning. Best Machine Learning Textbook
- ASIN: 0071154671
- ASIN: 0071154671
- ISBN: 0071154671
- Manufacturer: McGraw-Hill
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Learn to Draw the Best of Nickelodeon
In "Learn to Draw the Best of Nickelodeon," young artists and Nickelodeon fans alike will discover how to draw their favorite Nickelodeon characters step by simple Best Machine Learning Textbook Learn to Draw the Best of Nickelodeon
- UPC: 21661959
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Learn Guitar : The Ultimate Guide to Learn Guitar: Best Tips and Tricks for Learning Guitar
Are you looking for an easy to understand book about guitar for beginners? Do you love guitars but do not know of a place to get guitar lessons? Do you want to learn how to play guitar in a few short weeks? Learn guitar the efficient way with the book Learn Guitar: The Ultimate Guide to Learn Guitar. With the book, you will be pro in the basics of guitar playing in no time! The Learn Guitar book is comprised of 9 chapters that tackles all the issues that comes with learning how to play guitar such as the basic Best Machine Learning Textbook Are you looking for an easy to understand book about guitar for beginners? Do you love guitars but do not know of a place to get guitar lessons? Do you want to learn how to play guitar in a few short weeks? Learn guitar the efficient way with the book Learn Guitar: The Ultimate Guide to Learn Guitar. With the book, you will be pro in the basics of guitar playing in no time! The Learn Guitar book is comprised of 9 chapters that tackles all the issues that comes with learning how to play guitar such as the basic
- UPC: 53288904
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Machine Learning for Dummies
Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks. Covering the entry-level topics needed Best Machine Learning Textbook Your no-nonsense guide to making sense of machine learning Machine learning can be a mind-boggling concept for the masses, but those who are in the trenches of computer programming know just how invaluable it is. Without machine learning, fraud detection, web search results, real-time ads on web pages, credit scoring, automation, and email spam filtering wouldn't be possible, and this is only showcasing just a few of its capabilities. Written by two data science experts, Machine Learning For Dummies offers a much-needed entry point for anyone looking to use machine learning to accomplish practical tasks.Covering the entry-level topics needed to
- UPC: 49743719
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The Master Algorithm : How the Quest for the Ultimate Learning Machine Will Remake Our World
A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our ownIn the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society. Best Machine Learning Textbook A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our ownIn the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm, Pedro Domingos lifts the veil to give us a peek inside the learning machines that power Google, Amazon, and your smartphone. He assembles a blueprint for the future universal learner--the Master Algorithm--and discusses what it will mean for business, science, and society.
- UPC: 53961824
- Rating: 4.0
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Professional Learning Communities at Worktm : Best Practices for Enhancing Students Achievement
The book that launched a school improvement movement offers research-based recommendations drawn from the best practices found in schools nationwide for continuously improving school performance. Coming from the perspectives of both a distinguished dean of education and one of America's most widely acclaimed practitioners, this resource provides specific, practical how-to information about transforming schools into results-oriented Best Machine Learning Textbook The book that launched a school improvement movement offers research-based recommendations drawn from the best practices found in schools nationwide for continuously improving school performance. Coming from the perspectives of both a distinguished dean of education and one of America's most widely acclaimed practitioners, this resource provides specific, practical how-to information about transforming schools into results-oriented
- UPC: 25219726
Is this the BEST BOOK on Machine Learning? Hands On Machine Learning Review
Hands On Machine Learning with Scikit Learn and Tensorflow published by O'Reilly and written by Aurelien Geron could just be the best practical book on machine learning. In this review I explain wh... hands on machine learning,review,scikit learn,tensorflow,oreilly media,aurelien geron,learn machi...
Best Machine Learning Books
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Machine Learning Books for Beginners
In this video, I show all the textbooks I've been using in my machine learning/data science/artificial intelligence related courses. The books that are mentioned are: An Introduction to Statistica... machine learning,machine learning textbook,learn machine learning,machine learning books for begi...
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