Summary Of Pedro Domingos S The Master Algorithm

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The Master Algorithm

Pedro Domingos
The Master Algorithm Book PDF

Author : Pedro Domingos
Publisher : Basic Books
Page : 354 pages
File Size : 43,7 Mb
Release : 2015-09-22
Category : Computers
ISBN : 9780465061921

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The Master Algorithm by Pedro Domingos Pdf

Recommended by Bill Gates A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own In 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. If data-ism is today's philosophy, this book is its bible.

The Master Algorithm

Pedro Domingos
The Master Algorithm Book PDF

Author : Pedro Domingos
Publisher : Penguin UK
Page : 352 pages
File Size : 45,6 Mb
Release : 2015-09-22
Category : Science
ISBN : 9780241004555

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The Master Algorithm by Pedro Domingos Pdf

A spell-binding quest for the one algorithm capable of deriving all knowledge from data, including a cure for cancer Society is changing, one learning algorithm at a time, from search engines to online dating, personalized medicine to predicting the stock market. But learning algorithms are not just about Big Data - these algorithms take raw data and make it useful by creating more algorithms. This is something new under the sun: a technology that builds itself. In The Master Algorithm, Pedro Domingos reveals how machine learning is remaking business, politics, science and war. And he takes us on an awe-inspiring quest to find 'The Master Algorithm' - a universal learner capable of deriving all knowledge from data.

The Master Algorithm

Pedro Domingos
The Master Algorithm Book PDF

Author : Pedro Domingos
Publisher : Hachette UK
Page : 363 pages
File Size : 50,5 Mb
Release : 2015-09-22
Category : Computers
ISBN : 9780465061921

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The Master Algorithm by Pedro Domingos Pdf

Recommended by Bill Gates A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own In 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. If data-ism is today's philosophy, this book is its bible.

Summary of Pedro Domingos's The Master Algorithm

Milkyway Media
Summary of Pedro Domingos s The Master Algorithm Book PDF

Author : Milkyway Media
Publisher : Milkyway Media
Page : 26 pages
File Size : 44,6 Mb
Release : 2024-01-18
Category : Technology & Engineering
ISBN : 8210379456XXX

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Summary of Pedro Domingos's The Master Algorithm by Milkyway Media Pdf

Get the Summary of Pedro Domingos's The Master Algorithm in 20 minutes. Please note: This is a summary & not the original book. Algorithms, particularly machine learning, are integral to modern technology, enabling computers to learn from data and improve tasks like web advertising and scientific discovery. Machine learning, which uses statistical approaches, is expanding rapidly, with a significant demand for experts. It has automated processes, driving economic and social change, and has been instrumental in various sectors, including politics and national security...

The Master Algorithm by Pedro Domingos (Summary)

QuickRead,Lea Schullery
The Master Algorithm by Pedro Domingos Summary Book PDF

Author : QuickRead,Lea Schullery
Publisher : QuickRead.com
Page : 128 pages
File Size : 45,8 Mb
Release : 2024-06-30
Category : Study Aids
ISBN : 8210379456XXX

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The Master Algorithm by Pedro Domingos (Summary) by QuickRead,Lea Schullery Pdf

Do you want more free book summaries like this? Download our app for free at https://www.QuickRead.com/App and get access to hundreds of free book and audiobook summaries. How the Quest For the Ultimate Learning Machine Will Remake Our World. According to Pedro Domingos, one of the greatest mysteries of the universe is not how it begins or ends, or what infinitesimal threads it’s woven from, it’s what goes on in a small child’s mind: how a pound of gray jelly can grow into a seat of consciousness. Even more astonishing is how little role parents play in teaching the brain to go through this transformation, as it largely does it all on its own. Today, scientists, computer engineers, and more are working towards a machine that can do exactly what the human brain does: learn. With all the technology of today, machines may one day even become smarter than the human brain. Computers can learn from large sets of data that we may not even realize is getting collected. This means that our future can be run by technology, changing the way we live and interact with each other. As you read, you’ll learn how machines will one day be like the human brain, how there is no such thing as a perfect algorithm, and how a Master Algorithm is on its way to being created.

Machinehood

S.B. Divya
Machinehood Book PDF

Author : S.B. Divya
Publisher : Simon and Schuster
Page : 416 pages
File Size : 54,9 Mb
Release : 2022-03-22
Category : Fiction
ISBN : 9781982148072

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Machinehood by S.B. Divya Pdf

Baksidestext: "Welga Ramirez, executive bodyguard and ex-special forces, is about to retire early when her client is killed in front of her. It's, 2095 and people don't usually die from violence. Humanity is entirely dependent on pills that not only help them stay alive but allow them to compete with artificial intelligence in an increasingly competitive gig economy. Machinehood is a thrilling and thought-provoking novel that asks: if we won't see machines as human, will we instead see humans as machines?"

Markov Logic

Pedro Dechter,Daniel Barták
Markov Logic Book PDF

Author : Pedro Dechter,Daniel Barták
Publisher : Springer Nature
Page : 145 pages
File Size : 41,9 Mb
Release : 2022-05-31
Category : Computers
ISBN : 9783031015496

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Markov Logic by Pedro Dechter,Daniel Barták Pdf

Most subfields of computer science have an interface layer via which applications communicate with the infrastructure, and this is key to their success (e.g., the Internet in networking, the relational model in databases, etc.). So far this interface layer has been missing in AI. First-order logic and probabilistic graphical models each have some of the necessary features, but a viable interface layer requires combining both. Markov logic is a powerful new language that accomplishes this by attaching weights to first-order formulas and treating them as templates for features of Markov random fields. Most statistical models in wide use are special cases of Markov logic, and first-order logic is its infinite-weight limit. Inference algorithms for Markov logic combine ideas from satisfiability, Markov chain Monte Carlo, belief propagation, and resolution. Learning algorithms make use of conditional likelihood, convex optimization, and inductive logic programming. Markov logic has been successfully applied to problems in information extraction and integration, natural language processing, robot mapping, social networks, computational biology, and others, and is the basis of the open-source Alchemy system. Table of Contents: Introduction / Markov Logic / Inference / Learning / Extensions / Applications / Conclusion

The Master Algorithm

Pedro Domingos
The Master Algorithm Book PDF

Author : Pedro Domingos
Publisher : Basic Books
Page : 0 pages
File Size : 52,8 Mb
Release : 2018-02-13
Category : Computers
ISBN : 0465094279

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The Master Algorithm by Pedro Domingos Pdf

A thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own In 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. If data-ism is today's philosophy, this book is its bible.

The Sentient Machine

Amir Husain
The Sentient Machine Book PDF

Author : Amir Husain
Publisher : Simon and Schuster
Page : 224 pages
File Size : 48,6 Mb
Release : 2017-11-21
Category : Computers
ISBN : 9781501144677

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The Sentient Machine by Amir Husain Pdf

Explores universal questions about humanity's capacity for living and thriving in the coming age of sentient machines and AI, examining debates from opposing perspectives while discussing emerging intellectual diversity and its potential role in enabling a positive life.

The Ethical Algorithm

Michael Kearns,Aaron Roth
The Ethical Algorithm Book PDF

Author : Michael Kearns,Aaron Roth
Publisher : Oxford University Press
Page : 288 pages
File Size : 53,6 Mb
Release : 2019-10-04
Category : Computers
ISBN : 9780190948214

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The Ethical Algorithm by Michael Kearns,Aaron Roth Pdf

Over the course of a generation, algorithms have gone from mathematical abstractions to powerful mediators of daily life. Algorithms have made our lives more efficient, more entertaining, and, sometimes, better informed. At the same time, complex algorithms are increasingly violating the basic rights of individual citizens. Allegedly anonymized datasets routinely leak our most sensitive personal information; statistical models for everything from mortgages to college admissions reflect racial and gender bias. Meanwhile, users manipulate algorithms to "game" search engines, spam filters, online reviewing services, and navigation apps. Understanding and improving the science behind the algorithms that run our lives is rapidly becoming one of the most pressing issues of this century. Traditional fixes, such as laws, regulations and watchdog groups, have proven woefully inadequate. Reporting from the cutting edge of scientific research, The Ethical Algorithm offers a new approach: a set of principled solutions based on the emerging and exciting science of socially aware algorithm design. Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration. Weaving together innovative research with stories of citizens, scientists, and activists on the front lines, The Ethical Algorithm offers a compelling vision for a future, one in which we can better protect humans from the unintended impacts of algorithms while continuing to inspire wondrous advances in technology.

AI for People and Business

Alex Castrounis
AI for People and Business Book PDF

Author : Alex Castrounis
Publisher : O'Reilly Media
Page : 317 pages
File Size : 55,7 Mb
Release : 2019-07-05
Category : Computers
ISBN : 9781492036548

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AI for People and Business by Alex Castrounis Pdf

If you’re an executive, manager, or anyone interested in leveraging AI within your organization, this is your guide. You’ll understand exactly what AI is, learn how to identify AI opportunities, and develop and execute a successful AI vision and strategy. Alex Castrounis, business consultant and former IndyCar engineer and race strategist, examines the value of AI and shows you how to develop an AI vision and strategy that benefits both people and business. AI is exciting, powerful, and game changing—but too many AI initiatives end in failure. With this book, you’ll explore the risks, considerations, trade-offs, and constraints for pursuing an AI initiative. You’ll learn how to create better human experiences and greater business success through winning AI solutions and human-centered products. Use the book’s AIPB Framework to conduct end-to-end, goal-driven innovation and value creation with AI Define a goal-aligned AI vision and strategy for stakeholders, including businesses, customers, and users Leverage AI successfully by focusing on concepts such as scientific innovation and AI readiness and maturity Understand the importance of executive leadership for pursuing AI initiatives "A must read for business executives and managers interested in learning about AI and unlocking its benefits. Alex Castrounis has simplified complex topics so that anyone can begin to leverage AI within their organization." - Dan Park, GM & Director, Uber "Alex Castrounis has been at the forefront of helping organizations understand the promise of AI and leverage its benefits, while avoiding the many pitfalls that can derail success. In this essential book, he shares his expertise with the rest of us." - Dean Wampler, Ph.D., VP, Fast Data Engineering at Lightbend

Common Sense, the Turing Test, and the Quest for Real AI

Hector J. Levesque
Common Sense the Turing Test and the Quest for Real AI Book PDF

Author : Hector J. Levesque
Publisher : MIT Press
Page : 190 pages
File Size : 47,5 Mb
Release : 2018-03-09
Category : Computers
ISBN : 9780262535205

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Common Sense, the Turing Test, and the Quest for Real AI by Hector J. Levesque Pdf

What artificial intelligence can tell us about the mind and intelligent behavior. What can artificial intelligence teach us about the mind? If AI's underlying concept is that thinking is a computational process, then how can computation illuminate thinking? It's a timely question. AI is all the rage, and the buzziest AI buzz surrounds adaptive machine learning: computer systems that learn intelligent behavior from massive amounts of data. This is what powers a driverless car, for example. In this book, Hector Levesque shifts the conversation to “good old fashioned artificial intelligence,” which is based not on heaps of data but on understanding commonsense intelligence. This kind of artificial intelligence is equipped to handle situations that depart from previous patterns—as we do in real life, when, for example, we encounter a washed-out bridge or when the barista informs us there's no more soy milk. Levesque considers the role of language in learning. He argues that a computer program that passes the famous Turing Test could be a mindless zombie, and he proposes another way to test for intelligence—the Winograd Schema Test, developed by Levesque and his colleagues. “If our goal is to understand intelligent behavior, we had better understand the difference between making it and faking it,” he observes. He identifies a possible mechanism behind common sense and the capacity to call on background knowledge: the ability to represent objects of thought symbolically. As AI migrates more and more into everyday life, we should worry if systems without common sense are making decisions where common sense is needed.

Superintelligence

Nick Bostrom
Superintelligence Book PDF

Author : Nick Bostrom
Publisher : Oxford University Press, USA
Page : 353 pages
File Size : 49,5 Mb
Release : 2014
Category : Computers
ISBN : 9780199678112

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Superintelligence by Nick Bostrom Pdf

This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain.

Women in Tech

Tarah Wheeler
Women in Tech Book PDF

Author : Tarah Wheeler
Publisher : Sasquatch Books
Page : 272 pages
File Size : 47,7 Mb
Release : 2016-03-29
Category : Business & Economics
ISBN : 9781632170675

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Women in Tech by Tarah Wheeler Pdf

“Jam packed with insights from women in the field,” this is an invaluable career guide for the aspiring or experienced female tech professional (Forbes) As the CEO of a startup, Tarah Wheeler is all too familiar with the challenges female tech professionals face on a daily basis. That’s why she’s teamed up with other high-achieving women within the field—from entrepreneurs and analysts to elite hackers and gamers—to provide a roadmap for women looking to jump-start, or further develop, their tech career. In an effort to dismantle the unconscious social bias against women in the industry, Wheeler interviews professionals like Brianna Wu (founder, Giant Spacekat), Angie Chang (founder, Women 2.0), Keren Elazari (TED speaker and cybersecurity expert), Katie Cunningham (Python educator and developer), and Miah Johnson (senior systems administrator) about the obstacles they have overcome to do what they love. Their inspiring personal stories are interspersed with tech-focused career advice. Readers will learn: · The secrets of salary negotiation · The best format for tech resumes · How to ace a tech interview · The perks of both contracting (W-9) and salaried full-time work · The secrets of mentorship · How to start your own company · And much more BONUS CONTENT: Perfect for its audience of hackers and coders, Women in Tech also contains puzzles and codes throughout—created by Mike Selinker (Lone Shark Games), Gabby Weidling (Lone Shark Games), and cryptographer Ryan “LostboY” Clarke—that are love letters to women in the industry. A distinguished anonymous contributor created the Python code for the cover of the book, which references the mother of computer science, Ada Lovelace. Run the code to see what it does!

The Fourth Age

Byron Reese
The Fourth Age Book PDF

Author : Byron Reese
Publisher : Atria Books
Page : 336 pages
File Size : 47,6 Mb
Release : 2020-03-17
Category : Social Science
ISBN : 9781501158575

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The Fourth Age by Byron Reese Pdf

As we approach a great turning point in history when technology is poised to redefine what it means to be human, The Fourth Age offers fascinating insight into AI, robotics, and their extraordinary implications for our species. “If you only read just one book about the AI revolution, make it this one” (John Mackey, cofounder and CEO, Whole Foods Market). In The Fourth Age, Byron Reese makes the case that technology has reshaped humanity just three times in history: 100,000 years ago, we harnessed fire, which led to language; 10,000 years ago, we developed agriculture, which led to cities and warfare; 5,000 years ago, we invented the wheel and writing, which lead to the nation state. We are now on the doorstep of a fourth change brought about by two technologies: AI and robotics. “Timely, highly informative, and certainly optimistic” (Booklist), The Fourth Age provides an essential background on how we got to this point, and how—rather than what—we should think about the topics we’ll soon all be facing: machine consciousness, automation, changes in employment, creative computers, radical life extension, artificial life, AI ethics, the future of warfare, superintelligence, and the implications of extreme prosperity. By asking questions like “Are you a machine?” and “Could a computer feel anything?”, Reese leads you through a discussion along the cutting edge in robotics and AI, and provides a framework by which we can all understand, discuss, and act on the issues of the Fourth Age and how they’ll transform humanity.