The Master Algorithm By Pedro Domingos Summary
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The Master Algorithm
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Author : Pedro Domingos
language : en
Publisher: Penguin UK
Release Date : 2015-09-22
The Master Algorithm written by Pedro Domingos and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-22 with Science categories.
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
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Author : Pedro Domingos
language : en
Publisher: Basic Books
Release Date : 2015-09-22
The Master Algorithm written by Pedro Domingos and has been published by Basic Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-22 with Computers categories.
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
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Author : Pedro Domingos
language : en
Publisher: Hachette UK
Release Date : 2015-09-22
The Master Algorithm written by Pedro Domingos and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-22 with Computers categories.
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 By Pedro Domingos Summary
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Author : QuickRead
language : en
Publisher: QuickRead.com
Release Date :
The Master Algorithm By Pedro Domingos Summary written by QuickRead and has been published by QuickRead.com this book supported file pdf, txt, epub, kindle and other format this book has been release on with Study Aids categories.
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.
Summary Of Pedro Domingos S The Master Algorithm
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Author : Milkyway Media
language : en
Publisher: Milkyway Media
Release Date : 2024-01-18
Summary Of Pedro Domingos S The Master Algorithm written by Milkyway Media and has been published by Milkyway Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-18 with Technology & Engineering categories.
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 Ethical Algorithm
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Author : Michael Kearns
language : en
Publisher: Oxford University Press
Release Date : 2019-10-04
The Ethical Algorithm written by Michael Kearns and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-04 with Computers categories.
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.
Markov Logic
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Author : Pedro Dechter
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
Markov Logic written by Pedro Dechter and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
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
Ai For People And Business
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Author : Alex Castrounis
language : en
Publisher: O'Reilly Media
Release Date : 2019-07-05
Ai For People And Business written by Alex Castrounis and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-05 with Computers categories.
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
The Sentient Machine
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Author : Amir Husain
language : en
Publisher: Souvenir Press
Release Date : 2018-04-02
The Sentient Machine written by Amir Husain and has been published by Souvenir Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-02 with Science categories.
We are already living in the future. Artificial intelligence is playing an even-greater role in society: from the 'weaponization' of software to the possibility of a post-antibiotic age. The Sentient Machine is the perfect guide to this brave new world. Amir Husain outlines the history behind artificial intelligence from the creation myth of Frankenstein to the advances made by technology innovators such as Elon Musk. Amir Husain asks the essential question: what is the future for humanity in a world that is dominated by machines? Will machines solve all human problems or will they lead us down a dystopian path to human irrelevance? Husain asks what will be the consequences - from job losses, our future, to the existential questions. How are we intelligent, what constitutes progress, how can AI bring us to "the good life"? How can humans prevent ceding decisions to the network of autonomous systems that increasingly surround us? One of the world's leading technologists looks at our future as we are on the cusp of a second Big Bang, when machines can think independently from us. Will the increasing role of artificial intelligence heal or harm our society? In The Sentient Machine, Amir Husain addresses complex computer science concepts in plain language and illustrates his points drawing on a wide variety of cultural and historical references. This is an accessible guide to a fascinating subject. A book that could be adopted onto computer science courses, and some philosophy courses.
Everything Is Obvious
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Author : Duncan J. Watts
language : en
Publisher: Atlantic Books
Release Date : 2011-07-01
Everything Is Obvious written by Duncan J. Watts and has been published by Atlantic Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-01 with Business & Economics categories.
Why is the Mona Lisa the most famous painting in the world? Why did Facebook succeed when other social networking sites failed? Did the surge in Iraq really lead to less violence? And does higher pay incentivize people to work harder? If you think the answers to these questions are a matter of common sense, think again. As sociologist and network science pioneer Duncan Watts explains in this provocative book, the explanations that we give for the outcomes that we observe in life-explanations that seem obvious once we know the answer-are less useful than they seem. Watts shows how commonsense reasoning and history conspire to mislead us into thinking that we understand more about the world of human behavior than we do; and in turn, why attempts to predict, manage, or manipulate social and economic systems so often go awry. Only by understanding how and when common sense fails can we improve how we plan for the future, as well as understand the present-an argument that has important implications in politics, business, marketing, and even everyday life.