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Book Manning

Download or read book Manning written by Peyton Manning and published by Harper Collins. This book was released on 2017-04-04 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: The inspiring personal story of a family, an athletic tradition, and fifty years of a great all-American game.

Book Modern Fortran

    Book Details:
  • Author : Milan Curcic
  • Publisher : Simon and Schuster
  • Release : 2020-10-07
  • ISBN : 1638350051
  • Pages : 414 pages

Download or read book Modern Fortran written by Milan Curcic and published by Simon and Schuster. This book was released on 2020-10-07 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern Fortran teaches you to develop fast, efficient parallel applications using twenty-first-century Fortran. In this guide, you’ll dive into Fortran by creating fun apps, including a tsunami simulator and a stock price analyzer. Filled with real-world use cases, insightful illustrations, and hands-on exercises, Modern Fortran helps you see this classic language in a whole new light. Summary Using Fortran, early and accurate forecasts for hurricanes and other major storms have saved thousands of lives. Better designs for ships, planes, and automobiles have made travel safer, more efficient, and less expensive than ever before. Using Fortran, low-level machine learning and deep learning libraries provide incredibly easy, fast, and insightful analysis of massive data. Fortran is an amazingly powerful and flexible programming language that forms the foundation of high performance computing for research, science, and industry. And it's come a long, long way since starting life on IBM mainframes in 1956. Modern Fortran is natively parallel, so it's uniquely suited for efficiently handling problems like complex simulations, long-range predictions, and ultra-precise designs. If you're working on tasks where speed, accuracy, and efficiency matter, it's time to discover—or re-discover—Fortran.. About the technology For over 60 years Fortran has been powering mission-critical scientific applications, and it isn't slowing down yet! Rock-solid reliability and new support for parallel programming make Fortran an essential language for next-generation high-performance computing. Simply put, the future is in parallel, and Fortran is already there. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the book Modern Fortran teaches you to develop fast, efficient parallel applications using twenty-first-century Fortran. In this guide, you'll dive into Fortran by creating fun apps, including a tsunami simulator and a stock price analyzer. Filled with real-world use cases, insightful illustrations, and hands-on exercises, Modern Fortran helps you see this classic language in a whole new light. What's inside Fortran's place in the modern world Working with variables, arrays, and functions Module development Parallelism with coarrays, teams, and events Interoperating Fortran with C About the reader For developers and computational scientists. No experience with Fortran required. About the author Milan Curcic is a meteorologist, oceanographer, and author of several general-purpose Fortran libraries and applications. Table of Contents PART 1 - GETTING STARTED WITH MODERN FORTRAN 1 Introducing Fortran 2 Getting started: Minimal working app PART 2 - CORE ELEMENTS OF FORTRAN 3 Writing reusable code with functions and subroutines 4 Organizing your Fortran code using modules 5 Analyzing time series data with arrays 6 Reading, writing, and formatting your data PART 3 - ADVANCED FORTRAN USE 7 Going parallel with Fortan coarrays 8 Working with abstract data using derived types 9 Generic procedures and operators for any data type 10 User-defined operators for derived types PART 4 - THE FINAL STRETCH 11 Interoperability with C: Exposing your app to the web 12 Advanced parallelism with teams, events, and collectives

Book Family Huddle

Download or read book Family Huddle written by Peyton Manning and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Peyton and Eli Manning are now NFL superstars, but they are still kids in Family Huddle. Readers of all ages will follow along as Eli and Petyon pile into the car with older brother Cooper for a trip to visit their grandparents. Their dad, former NFL star Archie Manning, isat the wheel. The boys joke around and play football at every opportunity. Readers learn about the famous family and football too, as the boys run fun plays like the buttonhook, quarterback sneak, and hook and ladder.Family and football have always been a big deal in the Manning family. Family Huddle is based on some of the Mannings' memories from their days in Louisiana and Mississippi.

Book Frankie Manning

Download or read book Frankie Manning written by Frankie Manning and published by Temple University Press. This book was released on 2007 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the early days of swing dancing, Frankie Manning stood out for his moves and his innovative routines; he created the "air step" in the Lindy hop, a dance that took the U.S. and then the world by storm. In this fascinating autobiography, choreographer and Tony Award winner (Black and Blue) Frankie Manning recalls how his first years of dancing as a teenager at Harlem's Savoy Ballroom led to his becoming chief choreographer and a lead dancer for "Whitey's Lindy Hoppers," a group that appeared on Broadway, in Hollywood musicals, and on stages around the globe. Manning brings the Swing Era vividly back to life with his recollections of crowded ballrooms and of Lindy hoppers trying to outdo each other in spectacular performances. His memories of the many headliners and film stars, as well as uncelebrated dancers with whom he shared the stage, create a unique portrait of an era in which African American performers enjoyed the spotlight, if not a star's prerogatives and salary. With collaborator Cynthia Millman, Manning traces the evolution of swing dancing from its early days in Harlem through the post-World War II period, until it was eclipsed by rock 'n' roll and then disco. When swing made a comeback, Manning's 30-year hiatus ended. He has been performing, choreographing, and teaching ever since.

Book Disciple of War

Download or read book Disciple of War written by Michael G. Manning and published by Michael Manning. This book was released on 2020-12-21 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: War looms on the horizon but Selene’s training as a wizard must begin, even though her age makes success nearly unattainable. Will searches for a solution, but their only hope may be a dangerous bargain with the king. The fate of two nations lies on Will’s shoulders and the future is paved with violence. With few options, he needs the aid of uncertain allies and dubious friends. Traitors lurk among them, and soon he will be forced to choose who to trust—and who to sacrifice. For a terrible power has arrived in Darrow, and the price of victory will be paid in blood.

Book Manning Up

    Book Details:
  • Author : Bee Walsh
  • Publisher : Enslow Publishing, LLC
  • Release : 2019-10-01
  • ISBN : 1538383349
  • Pages : 200 pages

Download or read book Manning Up written by Bee Walsh and published by Enslow Publishing, LLC. This book was released on 2019-10-01 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Jack is at the top of his game. He's a senior running back on the football team, dominating every opponent in his way. To everyone else, Jack is totally in control. In reality, he struggles with an eating disorder that controls every aspect of his daily life. When Jack starts using steroids, he feels invincible, but will the steroids help him win the big game, or will he lose everything he's ever worked for?

Book Sports Great Peyton Manning

Download or read book Sports Great Peyton Manning written by Barry Wilner and published by Enslow Publishing. This book was released on 2003 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt: A biography of the Indianapolis Colts quarterback, wose father was also a professional quarterback.

Book Machine Learning in Action

Download or read book Machine Learning in Action written by Peter Harrington and published by Simon and Schuster. This book was released on 2012-04-03 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce

Book Rust in Action

    Book Details:
  • Author : Tim McNamara
  • Publisher : Simon and Schuster
  • Release : 2021-09-07
  • ISBN : 163835622X
  • Pages : 454 pages

Download or read book Rust in Action written by Tim McNamara and published by Simon and Schuster. This book was released on 2021-09-07 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This well-written book will help you make the most of what Rust has to offer." - Ramnivas Laddad, author of AspectJ in Action Rust in Action is a hands-on guide to systems programming with Rust. Written for inquisitive programmers, it presents real-world use cases that go far beyond syntax and structure. Summary Rust in Action introduces the Rust programming language by exploring numerous systems programming concepts and techniques. You'll be learning Rust by delving into how computers work under the hood. You'll find yourself playing with persistent storage, memory, networking and even tinkering with CPU instructions. The book takes you through using Rust to extend other applications and teaches you tricks to write blindingly fast code. You'll also discover parallel and concurrent programming. Filled to the brim with real-life use cases and scenarios, you'll go beyond the Rust syntax and see what Rust has to offer in real-world use cases. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Rust is the perfect language for systems programming. It delivers the low-level power of C along with rock-solid safety features that let you code fearlessly. Ideal for applications requiring concurrency, Rust programs are compact, readable, and blazingly fast. Best of all, Rust’s famously smart compiler helps you avoid even subtle coding errors. About the book Rust in Action is a hands-on guide to systems programming with Rust. Written for inquisitive programmers, it presents real-world use cases that go far beyond syntax and structure. You’ll explore Rust implementations for file manipulation, networking, and kernel-level programming and discover awesome techniques for parallelism and concurrency. Along the way, you’ll master Rust’s unique borrow checker model for memory management without a garbage collector. What's inside Elementary to advanced Rust programming Practical examples from systems programming Command-line, graphical and networked applications About the reader For intermediate programmers. No previous experience with Rust required. About the author Tim McNamara uses Rust to build data processing pipelines and generative art. He is an expert in natural language processing and data engineering. Table of Contents 1 Introducing Rust PART 1 RUST LANGUAGE DISTINCTIVES 2 Language foundations 3 Compound data types 4 Lifetimes, ownership, and borrowing PART 2 DEMYSTIFYING SYSTEMS PROGRAMMING 5 Data in depth 6 Memory 7 Files and storage 8 Networking 9 Time and timekeeping 10 Processes, threads, and containers 11 Kernel 12 Signals, interrupts, and exceptions

Book Make Your Time Right

    Book Details:
  • Author : Kam Jgup
  • Publisher :
  • Release : 2020-12-21
  • ISBN :
  • Pages : 150 pages

Download or read book Make Your Time Right written by Kam Jgup and published by . This book was released on 2020-12-21 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make Your Time Right gives a core and detailed insight about Time management, Routine, Focus, Priority & Financial Independence. Make Your Time Right is a highly motivating book that constitutes stories that instigate being on the right life track. Each topic is covered in a very articulate manner to understand the critical, relevant life-changing factors. Life principles against each subject are immensely engaging and will set one on the path of growth and affluence. Get life-changing answers to questions that one has always wondered about.How to Build a Rock-Solid Routine? How to get an undeterred Focus in this distracting world? How to win over habits? How to stop blaming Time?How to know what the priority is? How to be free from thinking of income all the Time?It's a genuine self-help book with providing complete insight into the do's and don'ts of life for fuller success.

Book HTTP 2 in Action

    Book Details:
  • Author : Barry Pollard
  • Publisher : Simon and Schuster
  • Release : 2019-03-06
  • ISBN : 163835233X
  • Pages : 577 pages

Download or read book HTTP 2 in Action written by Barry Pollard and published by Simon and Schuster. This book was released on 2019-03-06 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary HTTP/2 in Action is a complete guide to HTTP/2, one of the core protocols of the web. Because HTTP/2 has been designed to be easy to transition to, including keeping it backwards compatible, adoption is rapid and expected to increase over the next few years. Concentrating on practical matters, this interesting book presents key HTTP/2 concepts such as frames, streams, and multiplexing and explores how they affect the performance and behavior of your websites. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology HTTP—Hypertext Transfer Protocol—is the standard for exchanging messages between websites and browsers. And after 20 years, it's gotten a much-needed upgrade. With support for streams, server push, header compression, and prioritization, HTTP/2 delivers vast improvements in speed, security, and efficiency. About the Book HTTP/2 in Action teaches you everything you need to know to use HTTP/2 effectively. You'll learn how to optimize web performance with new features like frames, multiplexing, and push. You'll also explore real-world examples on advanced topics like flow control and dependencies. With ready-to-implement tips and best practices, this practical guide is sure to get you—and your websites—up to speed! What's Inside HTTP/2 for web developers Upgrading and troubleshooting Real-world examples and case studies QUIC and HTTP/3 About the Reader Written for web developers and site administrators. About the Authors Barry Pollard is a professional developer with two decades of experience developing, supporting, and tuning software and infrastructure. Table of Contents PART 1 MOVING TO HTTP/2 Web technologies and HTTP The road to HTTP/2 Upgrading to HTTP/2 PART 2 USING HTTP/2 HTTP/2 protocol basics Implementing HTTP/2 push Optimizing for HTTP/2 PART 3 ADVANCED HTTP/2 Advanced HTTP/2 concepts HPACK header compression PART 4 THE FUTURE OF HTTP TCP, QUIC, and HTTP/3 Where HTTP goes from here

Book Brady vs Manning

Download or read book Brady vs Manning written by Gary Myers and published by Crown. This book was released on 2016-09-20 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York Times Bestseller From Acclaimed sports journalist Gary Myers comes the definitive inside account of the greatest rivalry in NFL history Tom Brady and Peyton Manning are perhaps the two greatest quarterbacks of all time. They are living legends who have come to embody the quarterback position and shape an entire generation of the NFL. They have also been fierce rivals every step of the way, and their many epic duels have not only ranked among the best and most exciting games ever played, they have fundamentally shaped the lives of and careers of both men. But for all their shared brilliance, they are a study in contrasts. Tom is the underdog turned ultimate winner, an unheralded draft pick who went on to win a miraculous Super Bowl and become the leader of one of the NFL’s greatest dynasties. He is as firmly associated with big game brilliance as anyone who has ever played. Meanwhile Peyton was born into NFL royalty and a mountain of outsized expectations, yet somehow lived up to and exceeded all the hype, claiming virtually every passing record along his path to football immortality. The contrast in greatness—between the overachieving underdog and the crown prince of football, between postseason brilliance and statistical dominance—has served as an endless source of fascination for fans and media, and over the years as the two players have faced off again and again in classic games, the argument has only intensified. But until now, there has never been a definitive treatment of the debate that tells the real story. What do Tom and Peyton actually think of each other? What do their coaches think of them? What about teammates and opposing players? What are they like behind closed doors and in the locker room, and how does that influence their careers? How did their vastly different upbringings shape them, and how has each handled the injuries, setbacks and defeats they’ve dealt with over their careers? In this extraordinary book, veteran NFL correspondent Gary Myers tackles this subject from every angle and with unprecedented access and insight, drawing on a huge number of never-before-heard interviews with Brady and Manning, their coaches, their families, and those who have played with them and against them. The result is a remarkable collection of the most entertaining and revealing stories ever told about Peyton and Tom, from how they developed their vastly different leadership styles, to the unlikely friendship they’ve built over the years, to their respective exploits as locker room pranksters. Wildly entertaining and deeply thought-provoking, Brady vs Manning is essential reading for anyone who truly wants to understand these extraordinary players.

Book Body Language

    Book Details:
  • Author : Michael Craft
  • Publisher : Open Road Media
  • Release : 2013-07-23
  • ISBN : 1480433934
  • Pages : 455 pages

Download or read book Body Language written by Michael Craft and published by Open Road Media. This book was released on 2013-07-23 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: A gay Chicago reporter returns to his Wisconsin hometown—and a morass of lust, lies, and lethal family secrets in this “neatly twisted” mystery (Booklist). An unexpected windfall has given burned-out Chicago journalist Mark Manning the chance to reconnect with his boyhood roots. With the blessing of his lover, Neil, he leaves the Windy City to return to Dumont, Wisconsin, to take over the town paper. His long-awaited family reunion is cut short when his cousin Suzanne is bludgeoned to death just before Christmas dinner. Before she dies, she whispers something to Manning: the name of her son. Was she expressing a mother’s dying wish for the future welfare of her child? Or revealing the identity of her murderer? When Manning ends up in the local law’s sights, he’s suddenly racing against time to clear his own name and smoke out a killer. With no lack of suspects, from a troubled homophobe to a lesbian activist to a housekeeper, the clock is ticking on a story that could be the biggest of Manning’s career—if he lives long enough to write it. Body Language is the third book in Michael Craft’s Mark Manning series, which begins with Flight Dreams and Eye Contact.

Book The Choice of Magic

Download or read book The Choice of Magic written by Michael G. Manning and published by Michael Manning. This book was released on 2019-08-16 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ancient magic of wizards was anything but dark. It was the enlightenment that lifted humanity from the squalor of superstition, and the worship of fell spirits and capricious gods, but those days are gone. The shining glory of the sorcerers burned away the subtlety of wisdom, replacing it with easy power, held only in the hands of the elite—a new age built upon the elemental supremacy of aristocrats and the ignorance of the masses. But this will change, for the greatest power comes with knowledge, and the deeper teachings of wizardry have not been utterly lost. The last wizard of the old tradition still survives in solitude, nursing tired grudges and waiting for death. His passing might have gone unnoticed, but for the imposition of a youth too stubborn to accept his refusal to take an apprentice. With a new student comes new hope, and that hope has caused old powers to stir again. That the world will change is inevitable, but the shape of the future is anything but certain.

Book Grokking Algorithms

    Book Details:
  • Author : Aditya Bhargava
  • Publisher : Simon and Schuster
  • Release : 2016-05-12
  • ISBN : 1638353344
  • Pages : 354 pages

Download or read book Grokking Algorithms written by Aditya Bhargava and published by Simon and Schuster. This book was released on 2016-05-12 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book does the impossible: it makes math fun and easy!" - Sander Rossel, COAS Software Systems Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. Learning about algorithms doesn't have to be boring! Get a sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel. Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-?in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs. About the Book Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them. What's Inside Covers search, sort, and graph algorithms Over 400 pictures with detailed walkthroughs Performance trade-offs between algorithms Python-based code samples About the Reader This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. About the Author Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io. Table of Contents Introduction to algorithms Selection sort Recursion Quicksort Hash tables Breadth-first search Dijkstra's algorithm Greedy algorithms Dynamic programming K-nearest neighbors

Book Data Privacy

    Book Details:
  • Author : Nishant Bhajaria
  • Publisher : Simon and Schuster
  • Release : 2022-03-22
  • ISBN : 1638357188
  • Pages : 632 pages

Download or read book Data Privacy written by Nishant Bhajaria and published by Simon and Schuster. This book was released on 2022-03-22 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineer privacy into your systems with these hands-on techniques for data governance, legal compliance, and surviving security audits. In Data Privacy you will learn how to: Classify data based on privacy risk Build technical tools to catalog and discover data in your systems Share data with technical privacy controls to measure reidentification risk Implement technical privacy architectures to delete data Set up technical capabilities for data export to meet legal requirements like Data Subject Asset Requests (DSAR) Establish a technical privacy review process to help accelerate the legal Privacy Impact Assessment (PIA) Design a Consent Management Platform (CMP) to capture user consent Implement security tooling to help optimize privacy Build a holistic program that will get support and funding from the C-Level and board Data Privacy teaches you to design, develop, and measure the effectiveness of privacy programs. You’ll learn from author Nishant Bhajaria, an industry-renowned expert who has overseen privacy at Google, Netflix, and Uber. The terminology and legal requirements of privacy are all explained in clear, jargon-free language. The book’s constant awareness of business requirements will help you balance trade-offs, and ensure your user’s privacy can be improved without spiraling time and resource costs. About the technology Data privacy is essential for any business. Data breaches, vague policies, and poor communication all erode a user’s trust in your applications. You may also face substantial legal consequences for failing to protect user data. Fortunately, there are clear practices and guidelines to keep your data secure and your users happy. About the book Data Privacy: A runbook for engineers teaches you how to navigate the trade-off s between strict data security and real world business needs. In this practical book, you’ll learn how to design and implement privacy programs that are easy to scale and automate. There’s no bureaucratic process—just workable solutions and smart repurposing of existing security tools to help set and achieve your privacy goals. What's inside Classify data based on privacy risk Set up capabilities for data export that meet legal requirements Establish a review process to accelerate privacy impact assessment Design a consent management platform to capture user consent About the reader For engineers and business leaders looking to deliver better privacy. About the author Nishant Bhajaria leads the Technical Privacy and Strategy teams for Uber. His previous roles include head of privacy engineering at Netflix, and data security and privacy at Google. Table of Contents PART 1 PRIVACY, DATA, AND YOUR BUSINESS 1 Privacy engineering: Why it’s needed, how to scale it 2 Understanding data and privacy PART 2 A PROACTIVE PRIVACY PROGRAM: DATA GOVERNANCE 3 Data classification 4 Data inventory 5 Data sharing PART 3 BUILDING TOOLS AND PROCESSES 6 The technical privacy review 7 Data deletion 8 Exporting user data: Data Subject Access Requests PART 4 SECURITY, SCALING, AND STAFFING 9 Building a consent management platform 10 Closing security vulnerabilities 11 Scaling, hiring, and considering regulations

Book Deep Learning and the Game of Go

Download or read book Deep Learning and the Game of Go written by Kevin Ferguson and published by Simon and Schuster. This book was released on 2019-01-06 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Deep Learning and the Game of Go teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game. Foreword by Thore Graepel, DeepMind Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology The ancient strategy game of Go is an incredible case study for AI. In 2016, a deep learning-based system shocked the Go world by defeating a world champion. Shortly after that, the upgraded AlphaGo Zero crushed the original bot by using deep reinforcement learning to master the game. Now, you can learn those same deep learning techniques by building your own Go bot! About the Book Deep Learning and the Game of Go introduces deep learning by teaching you to build a Go-winning bot. As you progress, you'll apply increasingly complex training techniques and strategies using the Python deep learning library Keras. You'll enjoy watching your bot master the game of Go, and along the way, you'll discover how to apply your new deep learning skills to a wide range of other scenarios! What's inside Build and teach a self-improving game AI Enhance classical game AI systems with deep learning Implement neural networks for deep learning About the Reader All you need are basic Python skills and high school-level math. No deep learning experience required. About the Author Max Pumperla and Kevin Ferguson are experienced deep learning specialists skilled in distributed systems and data science. Together, Max and Kevin built the open source bot BetaGo. Table of Contents PART 1 - FOUNDATIONS Toward deep learning: a machine-learning introduction Go as a machine-learning problem Implementing your first Go bot PART 2 - MACHINE LEARNING AND GAME AI Playing games with tree search Getting started with neural networks Designing a neural network for Go data Learning from data: a deep-learning bot Deploying bots in the wild Learning by practice: reinforcement learning Reinforcement learning with policy gradients Reinforcement learning with value methods Reinforcement learning with actor-critic methods PART 3 - GREATER THAN THE SUM OF ITS PARTS AlphaGo: Bringing it all together AlphaGo Zero: Integrating tree search with reinforcement learning