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Author: Judea Pearl
Publisher: Basic Books
ISBN: 0465097618
Category : Computers
Languages : en
Pages : 432
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Book Description
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence "Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
Author: Judea Pearl
Publisher: Basic Books
ISBN: 0465097618
Category : Computers
Languages : en
Pages : 432
Get Book Here
Book Description
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence "Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
Author: Peter Meadows
Publisher:
ISBN: 9781907636349
Category : Apologetics
Languages : en
Pages : 160
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Book Description
Author: Shannon Anderson
Publisher: Free Spirit Publishing
ISBN: 1631985272
Category : Juvenile Nonfiction
Languages : en
Pages : 42
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Book Description
Kids learn how to adopt a growth mindset through the familiar structure of the ABCs. Mistakes aren’t just mistakes. They’re growth spurts. Developing a growth mindset—a belief that learning is a process that requires dedication and hard work, not just talent—helps kids learn from their mistakes, build resilience, and strive to be a little better every day. Not your typical alphabet book, Y Is for Yet uses the ABCs as an accessible framework to introduce growth mindset and all its possibilities. From A to Z, or Ability to Zany, kids learn new vocabulary that expands their view of themselves learners. Readers can open to any page and find useful information. Younger children learn new vocabulary, while older kids can increase their knowledge of the brain’s neuroplasticity and the many ways growth mindset can be put into action. A section at the back of the book provides a kid-friendly glossary of terms and activities adults can use to help kids build resilience and foster a growth mindset. With an uplifting and positive tone, Y Is for Yet empowers kids to persevere and encourages them to view learning as a journey with limitless possibilities.
Author: Miquel A. Hernan
Publisher: CRC Press
ISBN: 9781420076165
Category : Medical
Languages : en
Pages : 352
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Book Description
The application of causal inference methods is growing exponentially in fields that deal with observational data. Written by pioneers in the field, this practical book presents an authoritative yet accessible overview of the methods and applications of causal inference. With a wide range of detailed, worked examples using real epidemiologic data as well as software for replicating the analyses, the text provides a thorough introduction to the basics of the theory for non-time-varying treatments and the generalization to complex longitudinal data.
Author: Eugenia Cheng
Publisher: Profile Books
ISBN: 1782834435
Category : Mathematics
Languages : en
Pages :
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Book Description
From imaginary numbers to the fourth dimension and beyond, mathematics has always been about imagining things that seem impossible at first glance. In x+y, Eugenia Cheng draws on the insights of higher-dimensional mathematics to reveal a transformative new way of talking about the patriarchy, mansplaining and sexism: a way that empowers all of us to make the world a better place. Using precise mathematical reasoning to uncover everything from the sexist assumptions that make society a harder place for women to live to the limitations of science and statistics in helping us understand the link between gender and society, Cheng's analysis replaces confusion with clarity, brings original thinking to well worn arguments - and provides a radical, illuminating and liberating new way of thinking about the world and women's place in it.
Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
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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.
Author: Brian K. Vaughan
Publisher: Vertigo
ISBN: 1401267084
Category : Comics & Graphic Novels
Languages : en
Pages : 300
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Book Description
The continuation of Brian K. Vaughan and artist Pia Guerra’s acclaimed VERTIGO series Y: THE LAST MAN brings to vivid life the age-old speculation: What would really happen to the last man on Earth? dIn 2002, the world changes forever. Every man, every boy, every mammal with a Y chromosome everywhere on Earth suddenly collapses and dies. With the loss of nearly half the planet’s population, the gears of society grind to a halt, and a world of women are left to pick up the pieces and try to keep civilization from collapsing entirely. The “gendercide,” however, is not absolutely complete. For some unknown reason, one young man named Yorick Brown and his pet male monkey, Ampersand, are spared. Overnight, this anonymous twenty-something becomes the most important person on the planet-the key, it is hoped, to unlocking the secret of the mysterious sex-specific plague. For Yorick himself, the most important person on the planet has been agonizingly out of reach. But now, after three long years and 10,000 arduous miles, the last man is closing in on the truth about his lost fiancée-and the shocking facts behind his own survival. Collects Y: THE LAST MAN #37-48
Author: Jennifer Adams
Publisher: Gibbs Smith
ISBN: 1423615387
Category : Humor
Languages : en
Pages : 130
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Book Description
This delightfully illustrated ABC book for grown-ups offers a fresh and irreverent take on Shakespeare’s most memorable characters. The plays of William Shakespeare contain some of the most renowned characters and stories in all of literature. The perfect gift for any fan of The Bard, Y is for Yorick takes playful jabs at the unforgettable plots and people we all know and love. From Ariel (of The Tempest) to Elizabeth (of Richard III), each entry combines amusing illustrations with tongue-in-cheek captions about each character.
Author: Sue Grafton
Publisher: Penguin
ISBN: 0399185380
Category : Fiction
Languages : en
Pages : 562
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Book Description
THE FINAL INSTALLMENT IN SUE GRAFTON'S ALPHABET SERIES WINNER OF THE ANTHONY/BILL CRIDER AWARD FOR BEST NOVEL IN A SERIES Private investigator Kinsey Millhone confronts her darkest and most disturbing case in this #1 New York Times bestseller from Sue Grafton. In 1979, four teenage boys from an elite private school sexually assault a fourteen-year-old classmate—and film the attack. Not long after, the tape goes missing and the suspected thief, a fellow classmate, is murdered. In the investigation that follows, one boy turns state’s evidence and two of his peers are convicted. But the ringleader escapes without a trace. Now, it’s 1989 and one of the perpetrators, Fritz McCabe, has been released from prison. Moody, unrepentant, and angry, he is a virtual prisoner of his ever-watchful parents—until a copy of the missing tape arrives with a ransom demand. That’s when the McCabes call Kinsey Millhone for help. As she is drawn into their family drama, she keeps a watchful eye on Fritz. But he’s not the only one being haunted by the past. A vicious sociopath with a grudge against Millhone may be leaving traces of himself for her to find...
Author: Scarlett Thomas
Publisher: Text Publishing
ISBN: 1921351594
Category : Fiction
Languages : en
Pages : 463
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Book Description
IF YOU KNEW A BOOK WAS CURSED, WOULD YOU READ IT? When Ariel Manto uncovers a copy of The End of Mr Y in a second-hand bookshop, she can't believe her eyes. She's read about its author before, the outlandish Victorian scientist Thomas Lumas, and this is his most notorious, and rarest, book. It is also believed to hold a curse. Anyone who's ever read it, including Lumas, has disappeared without trace. With Mr Y under her arm, Ariel is thrust into an adventure of faith, physics, love, death, and everything in between. Part gothic mystery, part time-travelling love story, The End of Mr Y lies somewhere between Shadow of the Wind and Dr Who. Scarlett Thomas sends us on a wild and irresistible quest into our deepest selves and our biggest questions.
