Grab Deep Learning

Deep Learning
By:Ian Goodfellow,Yoshua Bengio,Aaron Courville
Published on 2016-11-10 by MIT Press

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|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 SpaceX Deep 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 these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

This Book was ranked at 36 by Google Books for keyword Math.

Book ID of Deep Learning's Books is omivDQAAQBAJ, Book which was written byIan Goodfellow,Yoshua Bengio,Aaron Courvillehave ETAG "116LqA2bwQY"

Book which was published by MIT Press since 2016-11-10 have ISBNs, ISBN 13 Code is 9780262337373 and ISBN 10 Code is 0262337371

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Book which have "800 Pages" is Printed at BOOK under CategoryComputers

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Book was written in en

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No charge Numerical Methods with MATLAB

Numerical Methods with MATLAB
By:Gerald W. Recktenwald
Published on 2000 by Pearson College Division

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This thorough, modern exposition of classic numerical methods using MATLAB briefly develops the fundamental theory of each method. Rather than providing a detailed numerical analysis, the behavior of the methods is exposed by carefully designed numerical experiments. The methods are then exercised on several nontrivial example problems from engineering practice. This structured, concise, and efficient book contains a large number of examples of two basic types—One type of example demonstrates a principle or numerical method in the simplest possible terms. Another type of example demonstrates how a particular method can be used to solve a more complex practical problem. The material in each chapter is organized as a progression from the simple to the complex. Contains an extensive reference to using MATLAB. This includes interactive (command line) use of MATLAB, MATLAB programming, plotting, file input and output. For a practical and rigorous introduction to the fundamentals of numerical computation.

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Book ID of Numerical Methods with MATLAB's Books is wfQeAQAAIAAJ, Book which was written byGerald W. Recktenwaldhave ETAG "K2tFRqfkQuc"

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No charge Good Math

Good Math
By:Mark C. Chu-Carroll
Published on 2013-07-18 by Pragmatic Bookshelf

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Mathematics is beautiful--and it can be fun and exciting as well as practical. Good Math is your guide to some of the most intriguing topics from two thousand years of mathematics: from Egyptian fractions to Turing machines; from the real meaning of numbers to proof trees, group symmetry, and mechanical computation. If you've ever wondered what lay beyond the proofs you struggled to complete in high school geometry, or what limits the capabilities of computer on your desk, this is the book for you. Why do Roman numerals persist? How do we know that some infinities are larger than others? And how can we know for certain a program will ever finish? In this fast-paced tour of modern and not-so-modern math, computer scientist Mark Chu-Carroll explores some of the greatest breakthroughs and disappointments of more than two thousand years of mathematical thought. There is joy and beauty in mathematics, and in more than two dozen essays drawn from his popular |Good Math| blog, you'll find concepts, proofs, and examples that are often surprising, counterintuitive, or just plain weird. Mark begins his journey with the basics of numbers, with an entertaining trip through the integers and the natural, rational, irrational, and transcendental numbers. The voyage continues with a look at some of the oddest numbers in mathematics, including zero, the golden ratio, imaginary numbers, Roman numerals, and Egyptian and continuing fractions. After a deep dive into modern logic, including an introduction to linear logic and the logic-savvy Prolog language, the trip concludes with a tour of modern set theory and the advances and paradoxes of modern mechanical computing. If your high school or college math courses left you grasping for the inner meaning behind the numbers, Mark's book will both entertain and enlighten you.

This Book was ranked at 2 by Google Books for keyword Math.

Book ID of Good Math's Books is -A5QDwAAQBAJ, Book which was written byMark C. Chu-Carrollhave ETAG "HB1/m4jTfrQ"

Book which was published by Pragmatic Bookshelf since 2013-07-18 have ISBNs, ISBN 13 Code is 9781680503609 and ISBN 10 Code is 168050360X

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Book which have "282 Pages" is Printed at BOOK under CategoryComputers

This Book was rated by Raters and have average rate at ""

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Get old of Concrete Mathematics

Concrete Mathematics
By:Ronald L. Graham,Donald Ervin Knuth,Oren Patashnik
Published on 1994-01-01 by Addison-Wesley Professional

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This book, updated and improved, introduces the mathematics that supports advanced computer programming and the analysis of algorithms. The primary aim of its well-known authors is to provide a solid and relevant base of mathematical skills--the skills needed to solve complex problems, to evaluate horrendous-looking sums, to solve complex recurrence relations, and to discover subtle patterns in data. It is an indispensable text and reference, not only for computer scientists but for all technical professionals in virtually every discipline.

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Book which was published by Addison-Wesley Professional since 1994-01-01 have ISBNs, ISBN 13 Code is 9780201558029 and ISBN 10 Code is 0201558025

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This Book was rated by 11 Raters and have average rate at "4.5"

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Look over Essential Math Skills for Engineers

Essential Math Skills for Engineers
By:Clayton R. Paul
Published on 2009-03-23 by John Wiley & Sons

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This book offers the solid and basic math skills that all engineers and students of engineering need to have at their fingertips for immediate and day-to-day use. Topics covered include: solution of simultaneous, linear, algebraic equations, solution of linear, constant coefficient ordinary differential equations, solution of linear, constant coefficient difference equations, solution of linear, and constant coefficient partial differential equations.

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Book ID of Essential Math Skills for Engineers's Books is DuDJoE-qz8oC, Book which was written byClayton R. Paulhave ETAG "TJiWGyi9lmU"

Book which was published by John Wiley & Sons since 2009-03-23 have ISBNs, ISBN 13 Code is 9780470405024 and ISBN 10 Code is 0470405023

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Book which have "231 Pages" is Printed at BOOK under CategoryComputers

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Become Good Math

Good Math
By:Mark C. Chu-Carroll
Published on 2013-07-18 by Pragmatic Bookshelf

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Mathematics is beautiful--and it can be fun and exciting as well as practical. Good Math is your guide to some of the most intriguing topics from two thousand years of mathematics: from Egyptian fractions to Turing machines; from the real meaning of numbers to proof trees, group symmetry, and mechanical computation. If you've ever wondered what lay beyond the proofs you struggled to complete in high school geometry, or what limits the capabilities of computer on your desk, this is the book for you. Why do Roman numerals persist? How do we know that some infinities are larger than others? And how can we know for certain a program will ever finish? In this fast-paced tour of modern and not-so-modern math, computer scientist Mark Chu-Carroll explores some of the greatest breakthroughs and disappointments of more than two thousand years of mathematical thought. There is joy and beauty in mathematics, and in more than two dozen essays drawn from his popular |Good Math| blog, you'll find concepts, proofs, and examples that are often surprising, counterintuitive, or just plain weird. Mark begins his journey with the basics of numbers, with an entertaining trip through the integers and the natural, rational, irrational, and transcendental numbers. The voyage continues with a look at some of the oddest numbers in mathematics, including zero, the golden ratio, imaginary numbers, Roman numerals, and Egyptian and continuing fractions. After a deep dive into modern logic, including an introduction to linear logic and the logic-savvy Prolog language, the trip concludes with a tour of modern set theory and the advances and paradoxes of modern mechanical computing. If your high school or college math courses left you grasping for the inner meaning behind the numbers, Mark's book will both entertain and enlighten you.

This Book was ranked at 41 by Google Books for keyword Math.

Book ID of Good Math's Books is -A5QDwAAQBAJ, Book which was written byMark C. Chu-Carrollhave ETAG "fUvFbaQPa/Q"

Book which was published by Pragmatic Bookshelf since 2013-07-18 have ISBNs, ISBN 13 Code is 9781680503609 and ISBN 10 Code is 168050360X

Reading Mode in Text Status is true and Reading Mode in Image Status is true

Book which have "282 Pages" is Printed at BOOK under CategoryComputers

This Book was rated by Raters and have average rate at ""

This eBook Maturity (Adult Book) status is NOT_MATURE

Book was written in en

eBook Version Availability Status at PDF is true and in ePub is true

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look at Beginning Math and Physics for Game Programmers

Beginning Math and Physics for Game Programmers
By:Wendy Stahler,Dustin Clingman,Kaveh Kahrizi
Published on 2004 by New Riders

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A guide to game programming discusses concepts of both mathematics and physics that are related to successful game development.

This Book was ranked at 6 by Google Books for keyword Math.

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Book which was published by New Riders since 2004 have ISBNs, ISBN 13 Code is 9780735713901 and ISBN 10 Code is 0735713901

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Book which have "475 Pages" is Printed at BOOK under CategoryComputers

This Book was rated by 1 Raters and have average rate at "3.0"

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