Author: Joshua Tallent
Publisher:
ISBN: 9781440488887
Category : Electronic books
Languages : en
Pages : 158
Book Description
Publishers and independent authors everywhere are excited-and somewhat anxious-about the move toward digital publishing. eBooks are revolutionizing the publishing world, and eBook reading devices like the Amazon Kindle are on the forefront of this revolution.However, the text formatting the Kindle requires can be hard to decipher and even harder to implement. This book serves as a guide to the process of formatting eBooks that look great on the Kindle every time. Each step is explained in detail, with examples and formatting tips found nowhere else.In addition to instructions for the conversion and formatting process, this book contains detailed explanations of all the HTML and CSS markup supported by the Kindle, instructions for achieving optimal image display quality on the E Ink screen, and other details about the Kindle's formatting requirements previously left to chance or speculation. Beautiful eBooks are at your fingertips. The Kindle and its readers await.
Kindle Formatting
Book Formatting for Self-publishers
Author: Jennette Green
Publisher:
ISBN: 9780984404476
Category : Computers
Languages : en
Pages : 248
Book Description
..".a 'must' for any aspiring self-publisher..." -- Midwest Book Review FINALIST, 2nd Place, Writing & Publishing, Global EBook Awards Learn How to Achieve Your Publishing Dreams Today! "Jennette Green's Book Formatting for Self-Publishers can help you take control of your publishing career . . ." Have you written a book that you would like to see published? Today, the barriers preventing an author from getting his/her book published have vanished. No longer do authors need to send out countless query letters to publishers, who either dump them in the trash, or send a standard, cold rejection letter. Now you can take control of your publishing career. In this book, you will learn simple techniques to produce a professional looking print book or ebook. Take advantage of the author's years of experience producing professional book files for satisfied clients. Her tips and tricks to mastering the technical details of publishing a book are presented in a simple, step-by-step format that anyone can understand. Dozens of accompanying illustrations make learning the steps even easier. If you own Microsoft Word and Adobe Acrobat Pro (version 7 or later), you can publish your book now.* With a well-written book, a good marketing plan, and this how-to manual, you can make your publishing dreams come true. What is stopping you? Get started today! In this book, you will learn how to: Use Microsoft Word. Learn how to format your novel or nonfiction book. Learn tips to make your book look professional. Easily Format eBooks. Use your Microsoft Word print document to create ebooks for Kindle, NOOK, and Smashwords. Convert Book Covers. Discover how to build a book cover on a template. Learn how to convert any book cover file so that it will be accepted at Lightning Source and CreateSpace. Apply for Amazon's "Look Inside the Book." Find out how to format and submit your book to Amazon's "Look Inside" program. And much, much more... Jennette Green is a multi-published, international author of both fiction and nonfiction. She has helped numerous authors and publishers prepare their books for publication. She provides technical support, book and ebook formatting, as well as her specialty of building and converting covers to meet Lightning Source and CreateSpace requirements. Her passion is to empower others to achieve their publishing dreams. * Adobe Photoshop (or Scribus) is also needed in order to produce a cover file for Lightning Source. If you would like to apply advanced Kindle formatting to your book, please note that this how-to manual does not cover the use of CSS, html, KindleGen, NCX files, or other advanced Kindle formatting issues. If this area is of interest to you, the purchase of a separate book covering these topics is recommended. As well, this manual is best suited for fiction novels, or general nonfiction books. If your print nonfiction book requires a great deal of specialized formatting, you may consider using a professional page layout program, such as Adobe InDesign. The use of InDesign is not covered in this book. For Windows/PC; Tips for Mac on FormatABook.com website
Publisher:
ISBN: 9780984404476
Category : Computers
Languages : en
Pages : 248
Book Description
..".a 'must' for any aspiring self-publisher..." -- Midwest Book Review FINALIST, 2nd Place, Writing & Publishing, Global EBook Awards Learn How to Achieve Your Publishing Dreams Today! "Jennette Green's Book Formatting for Self-Publishers can help you take control of your publishing career . . ." Have you written a book that you would like to see published? Today, the barriers preventing an author from getting his/her book published have vanished. No longer do authors need to send out countless query letters to publishers, who either dump them in the trash, or send a standard, cold rejection letter. Now you can take control of your publishing career. In this book, you will learn simple techniques to produce a professional looking print book or ebook. Take advantage of the author's years of experience producing professional book files for satisfied clients. Her tips and tricks to mastering the technical details of publishing a book are presented in a simple, step-by-step format that anyone can understand. Dozens of accompanying illustrations make learning the steps even easier. If you own Microsoft Word and Adobe Acrobat Pro (version 7 or later), you can publish your book now.* With a well-written book, a good marketing plan, and this how-to manual, you can make your publishing dreams come true. What is stopping you? Get started today! In this book, you will learn how to: Use Microsoft Word. Learn how to format your novel or nonfiction book. Learn tips to make your book look professional. Easily Format eBooks. Use your Microsoft Word print document to create ebooks for Kindle, NOOK, and Smashwords. Convert Book Covers. Discover how to build a book cover on a template. Learn how to convert any book cover file so that it will be accepted at Lightning Source and CreateSpace. Apply for Amazon's "Look Inside the Book." Find out how to format and submit your book to Amazon's "Look Inside" program. And much, much more... Jennette Green is a multi-published, international author of both fiction and nonfiction. She has helped numerous authors and publishers prepare their books for publication. She provides technical support, book and ebook formatting, as well as her specialty of building and converting covers to meet Lightning Source and CreateSpace requirements. Her passion is to empower others to achieve their publishing dreams. * Adobe Photoshop (or Scribus) is also needed in order to produce a cover file for Lightning Source. If you would like to apply advanced Kindle formatting to your book, please note that this how-to manual does not cover the use of CSS, html, KindleGen, NCX files, or other advanced Kindle formatting issues. If this area is of interest to you, the purchase of a separate book covering these topics is recommended. As well, this manual is best suited for fiction novels, or general nonfiction books. If your print nonfiction book requires a great deal of specialized formatting, you may consider using a professional page layout program, such as Adobe InDesign. The use of InDesign is not covered in this book. For Windows/PC; Tips for Mac on FormatABook.com website
Book Marketing Is Dead
Author: Derek Murphy
Publisher: Creativindie
ISBN: 9780984655120
Category :
Languages : en
Pages : 160
Book Description
How to sell a ton of books (even if you're starting with no platform). If you've found this book I'm assuming you have or will soon have a book out on the market, and are exploring ways to turn it into a best-selling powerhouse that will slaughter the competition and pay for your retirement. The indie publishing world is thrilling because of the possible returns, and I hope you and your book do well. You're probably searching for things like "book marketing" and "book promotion" so you can learn how to find readers and convince them to buy your book. But almost everything you read will be wrong. That's because marketing in general is dead. Advertising is dead. Selling and convincing people to buy: also dead. The new law of book sales is this: if you're talking about your book, promoting your book, sharing your book... you're screwing it all up. Don't make "Old School" marketing mistakes that will sabotage your efforts! This book will help you to... Avoid the common mistakes that kill book sales Set up an author platform quickly that will triple your results Use Social Media (like an expert) without being annoying Advertise for maximum impact (at the lowest cost) Make powerful friends online who can move thousands of books Before you spend a lot of money on book marketing services or author publicity... Make sure you've plugged all the holes in your sales funnel so you're not throwing money away. If you're looking for a "Bestseller Campaign" but don't have a big budget... This book will show you plenty of ways to improve sales without spending a dime.
Publisher: Creativindie
ISBN: 9780984655120
Category :
Languages : en
Pages : 160
Book Description
How to sell a ton of books (even if you're starting with no platform). If you've found this book I'm assuming you have or will soon have a book out on the market, and are exploring ways to turn it into a best-selling powerhouse that will slaughter the competition and pay for your retirement. The indie publishing world is thrilling because of the possible returns, and I hope you and your book do well. You're probably searching for things like "book marketing" and "book promotion" so you can learn how to find readers and convince them to buy your book. But almost everything you read will be wrong. That's because marketing in general is dead. Advertising is dead. Selling and convincing people to buy: also dead. The new law of book sales is this: if you're talking about your book, promoting your book, sharing your book... you're screwing it all up. Don't make "Old School" marketing mistakes that will sabotage your efforts! This book will help you to... Avoid the common mistakes that kill book sales Set up an author platform quickly that will triple your results Use Social Media (like an expert) without being annoying Advertise for maximum impact (at the lowest cost) Make powerful friends online who can move thousands of books Before you spend a lot of money on book marketing services or author publicity... Make sure you've plugged all the holes in your sales funnel so you're not throwing money away. If you're looking for a "Bestseller Campaign" but don't have a big budget... This book will show you plenty of ways to improve sales without spending a dime.
Missing Okalee
Author: Laura Ojeda Melchor
Publisher: Shadow Mountain
ISBN: 9781629729329
Category : Juvenile Fiction
Languages : en
Pages : 256
Book Description
When compared to her nearly perfect little sister, Phoebe Paz Petersen feels she doesn't measure up in her parents' eyes. Okalee is smart and beloved for her sunny disposition, which makes it hard for Phoebe to stand out in their small town in Montana. But if she can get picked for the coveted solo in the school choir, she'll stop being a middle-school nobody and finally get her chance to shine. Despite her sister's annoying perfection, Phoebe actually loves spending time with Okalee. They have one very special, secret tradition: River Day--when they hold hands and make their way across the cold, rushing Grayling River, to celebrate the first hint of spring. This year's River Day crossing, however, goes horribly wrong, and Phoebe's world is suddenly turned upside down. Heartbroken and facing life without Okalee, Phoebe is more determined than ever to sing the solo in the school concert as a way of speaking to her sister one last time. But Phoebe's so traumatized by what happened, she's lost her beautiful singing voice. Kat Waters wants the choir solo for herself and is spreading a terrible rumor about what really happened to Okalee on River Day. If Phoebe tells the truth, she believes her family will never forgive her and she may never get to sing her goodbye to Okalee. Even worse, somebody is leaving Phoebe anonymous notes telling her they saw what really happened at the river. Missing Okalee is an empathy-building novel about the unbreakable bond between sisters and finding the courage to do what's right amid heartbreak and tragedy.
Publisher: Shadow Mountain
ISBN: 9781629729329
Category : Juvenile Fiction
Languages : en
Pages : 256
Book Description
When compared to her nearly perfect little sister, Phoebe Paz Petersen feels she doesn't measure up in her parents' eyes. Okalee is smart and beloved for her sunny disposition, which makes it hard for Phoebe to stand out in their small town in Montana. But if she can get picked for the coveted solo in the school choir, she'll stop being a middle-school nobody and finally get her chance to shine. Despite her sister's annoying perfection, Phoebe actually loves spending time with Okalee. They have one very special, secret tradition: River Day--when they hold hands and make their way across the cold, rushing Grayling River, to celebrate the first hint of spring. This year's River Day crossing, however, goes horribly wrong, and Phoebe's world is suddenly turned upside down. Heartbroken and facing life without Okalee, Phoebe is more determined than ever to sing the solo in the school concert as a way of speaking to her sister one last time. But Phoebe's so traumatized by what happened, she's lost her beautiful singing voice. Kat Waters wants the choir solo for herself and is spreading a terrible rumor about what really happened to Okalee on River Day. If Phoebe tells the truth, she believes her family will never forgive her and she may never get to sing her goodbye to Okalee. Even worse, somebody is leaving Phoebe anonymous notes telling her they saw what really happened at the river. Missing Okalee is an empathy-building novel about the unbreakable bond between sisters and finding the courage to do what's right amid heartbreak and tragedy.
I Am Mercy
Author: Mandi Lynn
Publisher:
ISBN: 9781732555761
Category :
Languages : en
Pages : 375
Book Description
In 14th century France, Aida is accused of being a witch when the Black Death wipes through her village. Abandoned by her family, she is surrounded by death and disease, but when a woman who may actually be a witch tells her how to cure the plague, it may mean uncovering a dark magic.
Publisher:
ISBN: 9781732555761
Category :
Languages : en
Pages : 375
Book Description
In 14th century France, Aida is accused of being a witch when the Black Death wipes through her village. Abandoned by her family, she is surrounded by death and disease, but when a woman who may actually be a witch tells her how to cure the plague, it may mean uncovering a dark magic.
The Alpha Drive
Author:
Publisher:
ISBN: 9780996860512
Category : Fiction
Languages : en
Pages : 322
Book Description
It's the year 2055 and an anarchist organization has taken control with the aim to create a world-class society. Half of humankind is unknowingly living in an alternate reality called Dormance . . . and there are no plans to wake them up.Sixteen-year-old introvert Emery Parker is one such dormant. An academic scholar who avoids ruffling feathers at all costs, Emery finds herself being transferred to a boarding school on the outskirts of Arizona. Little does she know, a family secret has the power to change the course of the future. When she's approached with an opportunity to free the dormants, she sees no other choice but to accept, even though failure could mean having her memory wiped clean.But when tech-savvy Torin Porter reaches out to her from the other side, Emery begins to question everything she was told about Dormance. If her family's secret falls into the wrong hands, the world as she knows it will be faced with irreversible consequences. Now Emery must play both sides to uncover the truth about her family's past or risk leaving mankind to live in an unconscious reality.
Publisher:
ISBN: 9780996860512
Category : Fiction
Languages : en
Pages : 322
Book Description
It's the year 2055 and an anarchist organization has taken control with the aim to create a world-class society. Half of humankind is unknowingly living in an alternate reality called Dormance . . . and there are no plans to wake them up.Sixteen-year-old introvert Emery Parker is one such dormant. An academic scholar who avoids ruffling feathers at all costs, Emery finds herself being transferred to a boarding school on the outskirts of Arizona. Little does she know, a family secret has the power to change the course of the future. When she's approached with an opportunity to free the dormants, she sees no other choice but to accept, even though failure could mean having her memory wiped clean.But when tech-savvy Torin Porter reaches out to her from the other side, Emery begins to question everything she was told about Dormance. If her family's secret falls into the wrong hands, the world as she knows it will be faced with irreversible consequences. Now Emery must play both sides to uncover the truth about her family's past or risk leaving mankind to live in an unconscious reality.
Pictures on Kindle
Author: Aaron Shepard
Publisher:
ISBN: 9780938497585
Category : Design
Languages : en
Pages : 124
Book Description
Almost everything you've read about formatting pictures for Kindle is wrong. The advice offered by Kindle experts and even Amazon itself can give images that are tiny, blocky, noisy, or wildly inconsistent on different Kindles. Aaron Shepard, author of acclaimed books on Kindle and POD publishing, brings his years of experience in book design, webmastering, and photography to bear on a single question: How do you make pictures look great on the Kindle? He answers that question, while also providing beginners a basic course in picture editing. Along the way, he discusses how to keep Microsoft Word from sneakily degrading your pictures; how to adjust HTML code to show images at their best; how to make part of a picture transparent for Night and Sepia modes; how to boost the power of your cover image as a marketing tool; and how to create anything from children's books to photography books to poetry books within minutes with the Kindle Comic Creator. Best of all, you don't have to take his word for any of it. The proof is right in the book, with samples of many kinds of pictures you might use -- photos, paintings, drawings, diagrams, tables, screenshots, cover images, and more. Nowhere else will you find such in-depth info on working with Kindle graphics. Whatever you use to create Kindle books -- Word, InDesign, a dedicated ebook app, or straight HTML -- you'll find Pictures on Kindle a perfect companion to other formatting guides. ///////////////////////////////////////////////// Aaron Shepard is a foremost proponent of the new business of profitable self publishing, which he has practiced and helped develop since 1998. He is the author of Aiming at Amazon, POD for Profit, Perfect Pages, and From Word to Kindle, Amazon's #1 bestselling paid book on Kindle formatting. ///////////////////////////////////////////////// REVIEWS Far and away the best resource I know for self publishers who plan to include photos or other graphics in their Kindle books. From tips on taking photos, through sizing, optimizing, and placing, this book wastes no space in giving you exactly the information you need. Highly recommended. -- Joel Friedlander, TheBookDesigner.com A detailed, comprehensive guide to getting the best out of your images on Kindle. From taking photos, to scanning, to optimizing, Aaron covers every possible step in making sure your images display well in Kindle format. In addition, he provides very useful explanations of the Kindle's image handling, for those of us who like to understand the reasons behind the steps. I for one will be adding this to my list of reference materials. -- Jim Brown, JimandZetta.com (ebook services) ///////////////////////////////////////////////// CONTENTS Beginnings 1 PICTURE BASICS File Formats - Resolution - Color Mode - Color Space 2 PICTURE SOURCES Photography - Scanning 3 PICTURE EDITING Clean-up and Repair - Cropping - Contrast, Brightness, Tint - Sizing - Sharpening - Transparency - Lines and Letters 4 PICTURE HANDLING Positioning - Pictures in Word - Pictures in HTML - Fixed Format 5 PICTURE PUBLISHING Submitting and Previewing - Cover Images Production FAQ
Publisher:
ISBN: 9780938497585
Category : Design
Languages : en
Pages : 124
Book Description
Almost everything you've read about formatting pictures for Kindle is wrong. The advice offered by Kindle experts and even Amazon itself can give images that are tiny, blocky, noisy, or wildly inconsistent on different Kindles. Aaron Shepard, author of acclaimed books on Kindle and POD publishing, brings his years of experience in book design, webmastering, and photography to bear on a single question: How do you make pictures look great on the Kindle? He answers that question, while also providing beginners a basic course in picture editing. Along the way, he discusses how to keep Microsoft Word from sneakily degrading your pictures; how to adjust HTML code to show images at their best; how to make part of a picture transparent for Night and Sepia modes; how to boost the power of your cover image as a marketing tool; and how to create anything from children's books to photography books to poetry books within minutes with the Kindle Comic Creator. Best of all, you don't have to take his word for any of it. The proof is right in the book, with samples of many kinds of pictures you might use -- photos, paintings, drawings, diagrams, tables, screenshots, cover images, and more. Nowhere else will you find such in-depth info on working with Kindle graphics. Whatever you use to create Kindle books -- Word, InDesign, a dedicated ebook app, or straight HTML -- you'll find Pictures on Kindle a perfect companion to other formatting guides. ///////////////////////////////////////////////// Aaron Shepard is a foremost proponent of the new business of profitable self publishing, which he has practiced and helped develop since 1998. He is the author of Aiming at Amazon, POD for Profit, Perfect Pages, and From Word to Kindle, Amazon's #1 bestselling paid book on Kindle formatting. ///////////////////////////////////////////////// REVIEWS Far and away the best resource I know for self publishers who plan to include photos or other graphics in their Kindle books. From tips on taking photos, through sizing, optimizing, and placing, this book wastes no space in giving you exactly the information you need. Highly recommended. -- Joel Friedlander, TheBookDesigner.com A detailed, comprehensive guide to getting the best out of your images on Kindle. From taking photos, to scanning, to optimizing, Aaron covers every possible step in making sure your images display well in Kindle format. In addition, he provides very useful explanations of the Kindle's image handling, for those of us who like to understand the reasons behind the steps. I for one will be adding this to my list of reference materials. -- Jim Brown, JimandZetta.com (ebook services) ///////////////////////////////////////////////// CONTENTS Beginnings 1 PICTURE BASICS File Formats - Resolution - Color Mode - Color Space 2 PICTURE SOURCES Photography - Scanning 3 PICTURE EDITING Clean-up and Repair - Cropping - Contrast, Brightness, Tint - Sizing - Sharpening - Transparency - Lines and Letters 4 PICTURE HANDLING Positioning - Pictures in Word - Pictures in HTML - Fixed Format 5 PICTURE PUBLISHING Submitting and Previewing - Cover Images Production FAQ
The Rust Programming Language (Covers Rust 2018)
Author: Steve Klabnik
Publisher: No Starch Press
ISBN: 1718500459
Category : Computers
Languages : en
Pages : 561
Book Description
The official book on the Rust programming language, written by the Rust development team at the Mozilla Foundation, fully updated for Rust 2018. The Rust Programming Language is the official book on Rust: an open source systems programming language that helps you write faster, more reliable software. Rust offers control over low-level details (such as memory usage) in combination with high-level ergonomics, eliminating the hassle traditionally associated with low-level languages. The authors of The Rust Programming Language, members of the Rust Core Team, share their knowledge and experience to show you how to take full advantage of Rust's features--from installation to creating robust and scalable programs. You'll begin with basics like creating functions, choosing data types, and binding variables and then move on to more advanced concepts, such as: Ownership and borrowing, lifetimes, and traits Using Rust's memory safety guarantees to build fast, safe programs Testing, error handling, and effective refactoring Generics, smart pointers, multithreading, trait objects, and advanced pattern matching Using Cargo, Rust's built-in package manager, to build, test, and document your code and manage dependencies How best to use Rust's advanced compiler with compiler-led programming techniques You'll find plenty of code examples throughout the book, as well as three chapters dedicated to building complete projects to test your learning: a number guessing game, a Rust implementation of a command line tool, and a multithreaded server. New to this edition: An extended section on Rust macros, an expanded chapter on modules, and appendixes on Rust development tools and editions.
Publisher: No Starch Press
ISBN: 1718500459
Category : Computers
Languages : en
Pages : 561
Book Description
The official book on the Rust programming language, written by the Rust development team at the Mozilla Foundation, fully updated for Rust 2018. The Rust Programming Language is the official book on Rust: an open source systems programming language that helps you write faster, more reliable software. Rust offers control over low-level details (such as memory usage) in combination with high-level ergonomics, eliminating the hassle traditionally associated with low-level languages. The authors of The Rust Programming Language, members of the Rust Core Team, share their knowledge and experience to show you how to take full advantage of Rust's features--from installation to creating robust and scalable programs. You'll begin with basics like creating functions, choosing data types, and binding variables and then move on to more advanced concepts, such as: Ownership and borrowing, lifetimes, and traits Using Rust's memory safety guarantees to build fast, safe programs Testing, error handling, and effective refactoring Generics, smart pointers, multithreading, trait objects, and advanced pattern matching Using Cargo, Rust's built-in package manager, to build, test, and document your code and manage dependencies How best to use Rust's advanced compiler with compiler-led programming techniques You'll find plenty of code examples throughout the book, as well as three chapters dedicated to building complete projects to test your learning: a number guessing game, a Rust implementation of a command line tool, and a multithreaded server. New to this edition: An extended section on Rust macros, an expanded chapter on modules, and appendixes on Rust development tools and editions.
Novel Strategies to Improve Shelf-Life and Quality of Foods
Author: Santosh K. Mishra
Publisher: CRC Press
ISBN: 1000765148
Category : Cooking
Languages : en
Pages : 348
Book Description
This volume focuses on food preservation prior to distribution and sale, which is a major challenge in the tropical climates of most developing nations. In order to assure that food products are safe for human consumption, due importance must be given to the quality and safety aspects of production, processing, and distribution. This volume provides an informative overview of recent research on the therapeutic potential of various new and natural compounds along with novel technologies for enhanced shelf-life longevity and food safety. It also looks at the antimicrobial constituents of different sources and the history of their use as biopreservatives. It includes scientific evaluations of their use as alternative or potential biopreservatives. Focusing on real-life applications in consumer and food products, the book is divided into three parts, covering health and quality aspects of food preservation, applications of novel biomolecules for quality and safety of foods, and novel research techniques in food biopreservation.
Publisher: CRC Press
ISBN: 1000765148
Category : Cooking
Languages : en
Pages : 348
Book Description
This volume focuses on food preservation prior to distribution and sale, which is a major challenge in the tropical climates of most developing nations. In order to assure that food products are safe for human consumption, due importance must be given to the quality and safety aspects of production, processing, and distribution. This volume provides an informative overview of recent research on the therapeutic potential of various new and natural compounds along with novel technologies for enhanced shelf-life longevity and food safety. It also looks at the antimicrobial constituents of different sources and the history of their use as biopreservatives. It includes scientific evaluations of their use as alternative or potential biopreservatives. Focusing on real-life applications in consumer and food products, the book is divided into three parts, covering health and quality aspects of food preservation, applications of novel biomolecules for quality and safety of foods, and novel research techniques in food biopreservation.
Deep Learning
Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
Book Description
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 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.
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
Book Description
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 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.