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Machine Learning: Fundamental Algorithms for Supervised and Unsupervised Learning With Real-World Applications by Joshua Chapmann
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Systems Programming And Operating Systems
Dhananjay M. Dhamdhere - 1996
Salient features: Expanded coverage on software tools including user interfaces; enhanced treatment of language processors with addition of three new chapters on the topic; includes detailed discussions on assemblers, macroprocessors, compilers, and interpreters, and linkers, security in a distributed environment; complementary new chapter devoted to protection; process management and information management; numerous examples from contemporary systems like UNIX and IBM PC illustrating concepts and techniques; indispensible text for undergraduate and postgraduate students of computer science and engineering; an invaluable reference tools for system analysis and computer professionals.
Pattern Recognition and Machine Learning
Christopher M. Bishop - 2006
However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.
Machine Learning Yearning
Andrew Ng
But building a machine learning system requires that you make practical decisions: Should you collect more training data? Should you use end-to-end deep learning? How do you deal with your training set not matching your test set? and many more. Historically, the only way to learn how to make these "strategy" decisions has been a multi-year apprenticeship in a graduate program or company. This is a book to help you quickly gain this skill, so that you can become better at building AI systems.
Accidental Medical Discoveries: How Tenacity and Pure Dumb Luck Changed the World
Robert W. Winters - 2013
Serendipity, timing, and luck played a part in the discovery of unintentional cures and breakthroughs:A plastic shard in an RAF pilot’s eye leads to the use of plastic for contact lenses.The inability to remove a titanium chamber from rabbit’s bone leads to dental implants.Viagra was discovered by a group of chemists, working in the lab to find a new drug to alleviate the pain of angina pectoris.A stretch of five weeks of unusually warm weather in 1928 played a role in assisting Dr. Alexander Fleming in his analysis of bacterial growth and the discovery of penicillin.After studying the effects of the venom injected by the bite of a deadly pit viper snake, chemists developed a groundbreaking drug that works to control blood pressure.
Accidental Medical Discoveries
is an entertaining and enlightening look at the creation of 25 medical inventions that have changed the world – unintentionally. The book is presented in a lively and engaging way, and will appeal to a wide variety of readers, from history buffs to trivia fanatics to those in the medical profession.
Are You Smart Enough to Work at Google?
William Poundstone - 2012
The blades start moving in 60 seconds. What do you do? If you want to work at Google, or any of America's best companies, you need to have an answer to this and other puzzling questions. Are You Smart Enough to Work at Google? guides readers through the surprising solutions to dozens of the most challenging interview questions. The book covers the importance of creative thinking, ways to get a leg up on the competition, what your Facebook page says about you, and much more. Are You Smart Enough to Work at Google? is a must-read for anyone who wants to succeed in today's job market.
Decision Trees and Random Forests: A Visual Introduction For Beginners: A Simple Guide to Machine Learning with Decision Trees
Chris Smith - 2017
They are also used in countless industries such as medicine, manufacturing and finance to help companies make better decisions and reduce risk. Whether coded or scratched out by hand, both algorithms are powerful tools that can make a significant impact. This book is a visual introduction for beginners that unpacks the fundamentals of decision trees and random forests. If you want to dig into the basics with a visual twist plus create your own machine learning algorithms in Python, this book is for you.
SQL (Visual QuickStart Guide)
Chris Fehily - 2002
With SQL and this task-based guide to it, you can do it toono programming experience required!After going over the relational database model and SQL syntax in the first few chapters, veteran author Chris Fehily launches into the tasks that will get you comfortable with SQL fast. In addition to explaining SQL basics, this updated reference covers the ANSI SQL:2003 standard and contains a wealth of brand-new information, including a new chapter on set operations and common tasks, well-placed optimization tips to make your queries run fast, sidebars on advanced topics, and added IBM DB2 coverage.Best of all, the book's examples were tested on the latest versions of Microsoft Access, Microsoft SQL Server, Oracle, IBM DB2, MySQL, and PostgreSQL. On the companion Web site, you can download the SQL scripts and sample database for all these systems and put your knowledge to work immediately on a real database..
Artificial Intelligence: 101 Things You Must Know Today About Our Future
Lasse Rouhiainen - 2018
In fact, AI will dramatically change our entire society.You might have heard that many jobs will be replaced by automation and robots, but did you also know that at the same time a huge number of new jobs will be created by AI?This book covers many fascinating and timely topics related to artificial intelligence, including: self-driving cars, robots, chatbots, and how AI will impact the job market, business processes, and entire industries, just to name a few.This book is divided into ten chapters:Chapter I: Introduction to Artificial IntelligenceChapter II: How Artificial Intelligence Is Changing Many IndustriesChapter III: How Artificial Intelligence Is Changing Business ProcessesChapter IV: Chatbots and How They Will Change CommunicationChapter V: How Artificial Intelligence Is Changing the Job MarketChapter VI: Self-Driving Cars and How They Will Change Traffic as We Know ItChapter VII: Robots and How They Will Change Our LivesChapter VIII: Artificial Intelligence Activities of Big Technology CompaniesChapter IX: Frequently Asked Questions About Artificial Intelligence Part IChapter X: Frequently Asked Questions About Artificial Intelligence Part IITo enhance your learning experience and help make the concepts easier to understand, there are more than 85 visual presentations included throughout the book.You will learn the answers to 101 questions about artificial intelligence, and also have access to a large number of resources, ideas and tips that will help you to understand how artificial intelligence will change our lives.Who is this book for?Managers and business professionalsMarketers and influencersEntrepreneurs and startupsConsultants and coachesEducators and teachersStudents and life-long learnersAnd everyone else who is interested in our future.Are you ready to discover how artificial intelligence will impact your life This guidebook offers a multitude of tools, techniques and strategies that every business and individual can quickly apply and benefit from.
Sextant: The Elegant Instrument That Guided the Great Explorers, and a Young Man's First Journey Across the Atlantic
David Barrie - 2014
Sextant by David Barrie has descriptive copy which is not yet available from the Publisher.
Tesla Papers
Nikola Tesla - 2000
Tesla's rare article, 'The Problem of Increasing Human Energy with Special Reference to the Harnessing of the Sun's Energy' is included. This lengthy article was originally publishing in the June 1900 issue of The Century Illustrated Monthly Magazine and it was the outline for Tesla's master blueprint for the world. Tesla's fantastic vision of the future, including wireless power, anti-gravity, free energy and highly advanced solar power. Also included are some of the papers, patents and material collected on Tesla at the Colorado Spring Tesla Symposiums. Tesla was the inventor of the radio before Marconi, and when he demonstrated wireless remote control to the US Navy in the late 1890s, they replied that it was too advanced! Tesla was an eccentric visionary and probably the greatest inventor who ever lived. His basic inventions power the world of today. What was his vision of tomorrow? Find out in The Tesla Papers.
Nikola Tesla: A Captivating Guide to the Life of a Genius Inventor
Captivating History - 2017
His claim that “harnessing the forces of nature was the only worthwhile scientific endeavor" both impressed and enraged the scientific community. Eventually, his peers could no longer dismiss his eccentricities and began to view him as a crackpot — a potentially dangerous one. Although Tesla’s work was a major factor in the success of the second Industrial Revolution, he died alone, impoverished, and largely shunned by the scientific community that once hailed him a genius. Beset by visions, without a wife or children, Nikola Tesla’s brilliant mind changed the world, even though at the time of his death he passed unnoticed into obscurity. Some of the topics covered in this book include:
Childhood
Education and Early Career
Patents and Politics
The Eccentric Genius
Tesla’s Coil and the Niagara Contract
Influential Friends and the Lure of Flight
The Wardenclyffe Tower
1914 and Beyond
And much more!
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The Ocean Waifs
Thomas Mayne Reid - 1869
The scene opens with several small vessels drifting about on the ocean. There had been a fire, followed by an explosion aboard a vessel carrying slaves. Most of the crew were pretty nasty people, but there were two pairs of people who become the heroes of this story. One of these is Ben Brace and a sixteen year old boy seaman, whom he had rescued from being eaten by the thirty or so crew members who had found enough spars, timber, sails, ropes and barrels to construct a large raft, though rather badly made, because these men were consoling themselves with a rum-barrel. At a distance floated the ship's gig, with the captain, the mate, the carpenter and three other men. Finally, there is a construction, hardly more than a large barrel, containing Snowball, an African ship's cook of the Coromantee tribe, together with a little girl of eight or ten. Luckily these get together with Ben Brace and the boy William, and it is their adventures that the story is mainly about. The author is a natural historian, and he tells us lots of interesting things about the fish and other denizens of the deep. Naturally the whole thing comes right in the end, with the wicked perishing, and the good being picked up by a whale-ship.
The Intelligent Web: Search, Smart Algorithms, and Big Data
Gautam Shroff - 2013
These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web to pull out instances of the words you are looking for. And there are pages that collect and assess information to give you a snapshot of changing political opinion. These are just basic examples of the growth of Web intelligence, as increasingly sophisticated algorithms operate on the vast and growing amount of data on the Web, sifting, selecting, comparing, aggregating, correcting; following simple but powerful rules to decide what matters. While original optimism for Artificial Intelligence declined, this new kind of machine intelligence is emerging as the Web grows ever larger and more interconnected.Gautam Shroff takes us on a journey through the computer science of search, natural language, text mining, machine learning, swarm computing, and semantic reasoning, from Watson to self-driving cars. This machine intelligence may even mimic at a basic level what happens in the brain.
Amazon Echo: 2017 Edition - User Guide and Manual - Learn It Live It Love It
Dominic West - 2016
It’s compatible with a vast array of other electronics and online platforms. It can answer questions, control smart devices, play music, and more. It responds to the names “Echo” and “Alexa”.
What does this book offer?
Amazon Echo: The Ultimate Guide To Amazon Echo – 2017 Edition explains how you can best use the Echo’s wealth of powerful features: Setting Up Your Echo for the First Time Interacting Verbally with Alexa Setting Up Pandora on Your Echo Connecting your Google Calendar to Your Echo Amazon Echo IFTTT Channel Advice Fun (and Sleepy time) Echo Activities for Kids! Making Echo Part of Your Fitness Routine and even Streamlining Your Business with Echo!
Who is Alexa?
Alexa is your cloud-based, voice-activated personal assistant. Unlike other digital assistants, she has a smooth, life-like voice and an incredible variety of skills. She’s your new best friend – in a box! When you download Amazon Echo: The Ultimate Guide To Amazon Echo – 2017 Edition, you’ll find out how to engage with Alexa and maximize your use of her powerful skills. As you use your Echo, Alexa adapts to your speech patterns, vocabulary, and personal preferences. You can even download and install the Alexa Skills Kit to install her on your other devices!
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Shenzhen Superstars: How China’s Smartest City is Challenging Silicon Valley
Johan Nylander - 2017
It’s the story about how a Chinese fishing village became a global economic powerhouse of innovation and technology. Just four decades ago Shenzhen was a backwater area, populated by fishermen and rice farmers. Today, it’s home to up to 20 million people and some of the world’s leading technology companies and most innovative tech startups. No other city better symbolizes the rise of modern China. And no other city challenges Silicon Valley more aggressively as the global hub for innovation and technology startups. In many ways, the Chinese city has already outsmarted the Valley. “Shenzhen has an energy of growth – the same energy I felt when I first came to Silicon Valley ten years ago. And it’s not just in technology. It’s this idea that whoever you are, whatever you’re into, you can come to China, and especially Shenzhen, and do it!” American entrepreneur Scotty Allen says in the book. Shenzhen Superstars is written for anyone who wants to be part of this raging growth story – no matter if you’re a tech buff, investor or just someone curious about knowing what’s driving the future. As a journalist for CNN, Forbes and other international media, Johan Nylander has witnessed the astonishing transformation of the south Chinese city. Its speed, energy and determination are just mind-blowing. His aim is to take you inside, to the very heart of what is shaping this vibrant city. KEY QUOTES FROM THE BOOK “In terms of hardware plus software innovation, Shenzhen is ahead of the curve.” – Jeffrey Towson, private equity investor and Peking University professor “The next ten years will be the era of robots and intelligent machines, and Shenzhen will play well to that.” – Jixun Foo, managing partner of GGV Capital “Shenzhen is just better than Silicon Valley in terms of hardware and software integration.” – Qin Li, CEO of startup Sennotech “If you’re not already in Shenzhen, you're crazy.” – Edith Yeung, general partner of 500 Startups