If you have ever found yourself lost halfway through other introductory materials on this topic, this is the book for you. If you don't understand set terminology such as vectors, hyperplanes, and centroids, then this is also the book for you. This starter course isn't a picture story book but does include many visual examples that break algorithms down into a digestible and practical format. As a starter course, this book connects the dots and offers the crash course I wish I had when I first started. The kind of guide I wish had before I started taking on introductory courses that presume you’re two days away from an advanced mathematics exam. That’s why this introductory course doesn’t go further on the subject than other introductory books, but rather, goes a step back. A half-step back in order to help everyone make his or her first strides in machine learning and is an ideal study companion for the visual learner. In this step-by-step guide you will learn: - How to download free datasets - What tools and software packages you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - Clustering, including k-means and k-nearest Neighbors - Naive Bayes Classifier to predict new classes - Anomaly detection and SVM algorithms to combat anomalies and outliers - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification Please feel welcome to join this starter course by buying a copy, or sending a free sample to your preferred device.

    But what if you could have your computer do them for you?In "Automate the Boring Stuff with Python," you'll learn how to use Python to write programs that do in minutes what would take you hours to do by hand no prior programming experience required. Once you've mastered the basics of programming, you'll create Python programs that effortlessly perform useful and impressive feats of automation to: Search for text in a file or across multiple filesCreate, update, move, and rename files and foldersSearch the Web and download online contentUpdate and format data in Excel spreadsheets of any sizeSplit, merge, watermark, and encrypt PDFsSend reminder emails and text notificationsFill out online formsStep-by-step instructions walk you through each program, and practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks.Don't spend your time doing work a well-trained monkey could do. Even if you've never written a line of code, you can make your computer do the grunt work. Learn how in "Automate the Boring Stuff with Python.""

    His travel stories have had millions of views online and are collected within for the first time. The content of Wayward was written during a yearlong trip around the world, during which the author lived in twelve countries over twelve months. Gates' writing has been described as “evocative”, “hilarious” and “brilliant.” He has been described as a “wanker”, “kind of a dipshit” and “retarded”.Wayward is a must-read for anyone who needs a shrink and likes to travel.

    The result is the most authoritative and scientifically accurate description of the revolutionary developments taking place in medicine, computers, artificial intelligence, nanotechnology, energy production, and astronautics.In all likelihood, by 2100 we will control computers via tiny brain sensors and, like magicians, move objects around with the power of our minds. Artificial intelligence will be dispersed throughout the environment, and Internet-enabled contact lenses will allow us to access the world's information base or conjure up any image we desire in the blink of an eye.Meanwhile, cars will drive themselves using GPS, and if room-temperature superconductors are discovered, vehicles will effortlessly fly on a cushion of air, coasting on powerful magnetic fields and ushering in the age of magnetism.Using molecular medicine, scientists will be able to grow almost every organ of the body and cure genetic diseases. Millions of tiny DNA sensors and nanoparticles patrolling our blood cells will silently scan our bodies for the first sign of illness, while rapid advances in genetic research will enable us to slow down or maybe even reverse the aging process, allowing human life spans to increase dramatically.In space, radically new ships—needle-sized vessels using laser propulsion—could replace the expensive chemical rockets of today and perhaps visit nearby stars. Advances in nanotechnology may lead to the fabled space elevator, which would propel humans hundreds of miles above the earth's atmosphere at the push of a button.But these astonishing revelations are only the tip of the iceberg. Kaku also discusses emotional robots, antimatter rockets, X-ray vision, and the ability to create new life-forms, and he considers the development of the world economy. He addresses the key questions: Who are the winner and losers of the future? Who will have jobs, and which nations will prosper?All the while, Kaku illuminates the rigorous scientific principles, examining the rate at which certain technologies are likely to mature, how far they can advance, and what their ultimate limitations and hazards are. Synthesizing a vast amount of information to construct an exciting look at the years leading up to 2100, Physics of the Future is a thrilling, wondrous ride through the next 100 years of breathtaking scientific revolution. (From the Hardcover Edition)(Duration: 15:39:15)

    

    Sixteen years later, the Baseball Prospectus annual regularly hits best-seller lists and has become an indispensable guide for the serious fan. In Extra Innings, the team at Baseball Prospectus integrates statistics, interviews, and analysis to deliver twenty arguments about today’s game. In the tradition of their seminal book, Baseball Between the Numbers, they take on everything from steroids to the amateur draft. They probe the impact of managers on the game. They explain the critical art of building a bullpen. In an era when statistics matter more than ever, Extra Innings is an essential volume for every baseball fan.

    Author Charles H. Roth, Jr. carefully presents the theory that is necessary for understanding the fundamental concepts of logic design while not overwhelming students with the mathematics of switching theory. Divided into 20 easy-to-grasp study units, the book covers such fundamental concepts as Boolean algebra, logic gates design, flip-flops, and state machines. By combining flip-flops with networks of logic gates, students will learn to design counters, adders, sequence detectors, and simple digital systems. After covering the basics, this text presents modern design techniques using programmable logic devices and the VHDL hardware description language.

    They have little in common, other than their love of wealth and adventure, and a bitter hatred for each other. Known simply as the Black Legion, they will blaze a trail of death and destruction that will be remembered for generations. This complete box set contains the full text of every Star Legions novel. That’s right, all seven books! Buy the box set today and read the entire series from start to finish: Battle for Cilicia For Xenophon, the Black Legion is an escape from the state that tried to kill him and his family. Exiled from his homeworld he joins the mercenaries, along with Glaucon, the rich playboy, Roxana, the veteran naval commander, and Tamara, the blue-haired castaway with a hidden past and a violent personality. Nothing will prepare them for the carnage awaiting them as they enter the borders of the Median Empire, the largest and most powerful entity in the known Galaxy, ruled with an iron fist by the tyrant, Emperor Artaxerxes and his legions of slave soldiers. Assault on Khorram Burning with rage from the combat losses at Cilicia, the Black Legion wants payment, and Lord Cyrus has a target that will satisfy even the most greedy of his warriors. It is a target so rich that he wonders if the mercenaries will even have enough ships to carry off the loot. Warlords of Cunaxa Xenophon and his comrades have proven their worth, and now the combined fleets of the Black Legion and their allies are poised to end the conflict. Both sides have mobilised every warrior and ship they can, for what will be a final apocalyptical battle between the Terrans and the Emperor himself. Last Stand With victory against the Emperor now impossible, the Legion finds itself lacking purpose and money. They came to the Empire with promises of glory and reward, but now they are trapped and surrounded on all sides by enemies. The massacre of the Legion’s officer corps leaves it vulnerable, and it falls to warriors like Xenophon to hold back their desire for revenge and to put them on a path home. Sea of Fire They must continue on to the Sea of Fire, the deadly border region between Hayastan and the Carduchian Wilderness, or face utter annihilation at the Emperor’s hands. Ancient stories tell of these dead sectors of space, vast ocean of emptiness, with few worlds or moons able to supply the fleet. The Eternal Fortress The long and bloody expedition has taken its toll on both the soldiers and the ships of the Legion. He is aware that a retreat into the Empire will mean a confrontation with the Emperor. A confrontation which they cannot win. There remains only one alternative. To run the gauntlet of the Eternal Fortress. Vengeance The Black Legion bursts out of the Median Empire laden with riches and leaving a trail of death and destruction in its wake. As the exhausted men and women breathe a sigh of relief upon reaching the Free Colonies of Trebizond, they are stunned to find themselves in the middle of a war.

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    They were phenomenal human beings. He asked, "Why are these wealthy people wealthy?" He wanted to know their secrets. So he watched them. He listened to them. He talked to them.He found out that they had a different set of habits.And for the past 12 years, he's incorporated these powerful habits in his life. The results have been incredible. From a poor missionary, he is now a millionaire missionary running 12 small businesses, but using only 10 percent of his time. Because all of them run on autopilot, he still devotes 90 percent of his time to his ministry.In this book, you'll learn the 8 Habits of the Happy Millionare, which include...* Finding Your Emotional Hunger* Being Consistently Aggressive* Creating Money Machines* Sticking to Your GameWhen you acquire these same habits, you'll find that wealth creation becomes automatic. Spontaneous. Systematic. Effortless. Fun!Read this book and change your financial life forever.

    You might think the problem is your brain. It seems to have a mind of its own, a mind that doesn't always want to take in the dry, technical stuff you're forced to study. The fact is your brain craves novelty. It's constantly searching, scanning, waiting for something unusual to happen. After all, that's the way it was built to help you stay alive. It takes all the routine, ordinary, dull stuff and filters it to the background so it won't interfere with your brain's real work--recording things that matter. How does your brain know what matters? It's like the creators of the Head First approach say, suppose you're out for a hike and a tiger jumps in front of you, what happens in your brain? Neurons fire. Emotions crank up. Chemicals surge. That's how your brain knows.And that's how your brain will learn Java. Head First Java combines puzzles, strong visuals, mysteries, and soul-searching interviews with famous Java objects to engage you in many different ways. It's fast, it's fun, and it's effective. And, despite its playful appearance, Head First Java is serious stuff: a complete introduction to object-oriented programming and Java. You'll learn everything from the fundamentals to advanced topics, including threads, network sockets, and distributed programming with RMI. And the new. second edition focuses on Java 5.0, the latest version of the Java language and development platform. Because Java 5.0 is a major update to the platform, with deep, code-level changes, even more careful study and implementation is required. So learning the Head First way is more important than ever. If you've read a Head First book, you know what to expect--a visually rich format designed for the way your brain works. If you haven't, you're in for a treat. You'll see why people say it's unlike any other Java book you've ever read.By exploiting how your brain works, Head First Java compresses the time it takes to learn and retain--complex information. Its unique approach not only shows you what you need to know about Java syntax, it teaches you to think like a Java programmer. If you want to be bored, buy some other book. But if you want to understand Java, this book's for you.

    Whether you want to build an eBay business from scratch or just want to make sure you're up on eBay's policy changes and taking advantage of new automation tools, this guide will have you selling successfully on eBay faster than you can say, "going...going..."Starting an eBay Business For Dummies 2nd Edition gets you organized and in virtual business fast with step-by-step guidance on: Setting up basic auctions Pricing items or setting minimums strategically Using the About Me page to begin creating a professional identity Finding sources of merchandise (once you exhaust your basement, attic, and relatives) Managing your business with online auction management services and software, including a list of 16 popular sites with their prices Writing tempting descriptions and taking good photographs of merchandise Selecting payment systems (and why shipping C.O.D. is a no-no) Handling inventory and keeping records Written by Marsha Collier, author of eBay For Dummies and eBay Bargain Shopping For Dummies, an eBay PowerSeller, columnist, and teacher at eBay University, this book is packed with time-saving, money-saving tips plus secret eBay hints to help you compete with the pros from the get go. It gives you inside information on:eBay motors, real estate, and other unusual areas Dutch auctions, reserve price auctions, and private auctions Using an eBay fee calculator to check your final value fees Shipping and insuring merchandise efficiently and economically Printing shipping labels and postage Complete with a glossary and index, Starting an eBay Business For Dummies 2nd Edition is just what you need to get started selling on eBay, to graduate from occasional seller to PowerSeller, or to become a genuine eBay entrepreneur like the ten whose success stories are featured in this book!

    That's what the country is crying out for.' There is now only one certainty in life. When things can't possibly get any worse, they absolutely will. And so, after three years of Maybot malfunctioning and Brexit bungling, welcome to BoJo the clown's national circus - where fun for literally none of the family is guaranteed. Fear not, however: Decline and Fail is your personal survival guide to the ongoing political apocalypse. This unremittingly entertaining collection of John Crace's lifegiving political sketches will get you through the darkest of days - or failing that, will at least make you laugh a bit. Miss it at your peril...

    The preeminent expert in his field, Mr.Black draws upon years of experience as president of both theInternational and American Software Testing Qualifications boardsto offer this extensive resource of all the standards, methods, andtools you'll need.The book covers core testing concepts and thoroughly examinesthe best test management practices and tools of leading hardwareand software vendors. Step-by-step guidelines and real-worldscenarios help you follow all necessary processes and avoidmistakes.Producing high-quality computer hardware and software requirescareful, professional testing; Managing the Testing Process, Third Edition explains how to achieve that by following adisciplined set of carefully managed and monitored practices andprocessesThe book covers all standards, methods, and tools you need forprojects large and smallPresents the business case for testing products and reviews theauthor's latest test assessmentsTopics include agile testing methods, risk-based testing, IEEEstandards, ISTQB certification, distributed and outsourced testing, and moreOver 100 pages of new material and case studies have been addedto this new editionIf you're responsible for managing testing in the real world, Managing the Testing Process, Third Edition is the valuablereference and guide you need.

    Following a cookbook-style Problem/Solution/Discussion format, this practical handbook builds on the foundational concepts of the Go language and introduces specific strategies you can use in your day-to-day applications. You'll learn techniques for building web services, using Go in the cloud, testing and debugging, routing, network applications, and much more.