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.

    The Mikado Method is a process for surfacing the dependencies in a codebase, so that you can systematically eliminate technical debt and get things done.It gets its name from a simple game commonly known as "pick-up sticks." You start with a jumbled pile of sticks. The goal is to remove the Mikado, or Emperor, stick without disturbing the others. Players carefully remove sticks one at a time, leaving the rest of the heap intact, slowly exposing the Mikado. The game is a great metaphor for eliminating technical debt—carefully extracting each intertwined dependency until you're able to successfully resolve the central issue and move on.The Mikado Method is a book by the creators of this process. It describes a pragmatic, straightforward, and empirical method to plan and perform non-trivial technical improvements on an existing software system. The method has simple rules, but the applicability is vast. As you read, you'll practice a step-by-step system for identifying the scope and nature of your technical debt, mapping the key dependencies, and determining the safest way to approach the "Mikado"-your goal. A natural byproduct of this process is the Mikado Graph, a minimalistic, relevant, just-in-time roadmap and information radiator that reflects deep understanding of how your system works.

    Eurogames have simple rules and short playing times and emphasize strategy over luck and conflict. This book examines the form of eurogames, the hobbyist culture that surrounds them, and the way that hobbyists experience the play of such games. It chronicles the evolution of tabletop hobby gaming and explores why hobbyists play them, how players balance competitive play with the demands of an intimate social gathering, and to what extent the social context of the game encounter shapes the playing experience. Combining history, cultural studies, leisure studies, ludology, and play theory, this innovative work highlights a popular alternative trend in the gaming community.

    This breathtaking true story is about two men who, on one fateful weekend, tried to show the world a way back down.It was early February 1912, and Franz Reichelt, a Paris tailor, and Rodman Law, a self-described “professional jackass” from New York, were poised, respectively, on the Eiffel Tower and the Statue of Liberty, ready to deploy an experimental parachute. In bat wings and bundled linen, they were almost certain their contraptions would work. Here is the tale of their inspirations and their pluck—and what happened next.Jump! is part of Inventions: Untold Stories of the Beautiful Era, a collection of incredible true stories from the belle epoque, an age of innovation, daring, bluster, and beauty when anything seemed possible. Each piece can be read, listened to, and marveled at in a single sitting.

    Now you can own their complete collection! Hello Reader, In your hands is a box (pretty heavy, huh?) containing two books created by two awkward guys who share their lives on the Internet. We are Dan and Phil, and we invite you on a journey inside our world! THE AMAZING BOOK IS NOT ON FIRE Explore the minds of Dan and Phil!Learn how to draw the perfect cat whiskers, get advice on how to make YouTube videos, and discover which of our dining chairs represents you emotionally. DAN AND PHIL GO OUTSIDE We actually went outside. From being people who avoid all human contact and direct sunlight to traveling around the world on tour, this isthe behind-the-scenes story of our adventure! Twice the Dan and Phil, twice the action. And by action I mean browsing on the Internet in pajamas! (Even if you never read them, this box makes a nice doorstop, right?)"

    

    Animals move with astounding grace, speed, and versatility: how do they do it, and what can we learn from them? In How to Walk on Water and Climb up Walls, David Hu takes readers on an accessible, wondrous journey into the world of animal motion. From basement labs at MIT to the rain forests of Panama, Hu shows how animals have adapted and evolved to traverse their environments, taking advantage of physical laws with results that are startling and ingenious. In turn, the latest discoveries about animal mechanics are inspiring scientists to invent robots and devices that move with similar elegance and efficiency.Hu follows scientists as they investigate a multitude of animal movements, from the undulations of sandfish and the way that dogs shake off water in fractions of a second to the seemingly crash-resistant characteristics of insect flight. Not limiting his exploration to individual organisms, Hu describes the ways animals enact swarm intelligence, such as when army ants cooperate and link their bodies to create bridges that span ravines. He also looks at what scientists learn from nature's unexpected feats--such as snakes that fly, mosquitoes that survive rainstorms, and dead fish that swim upstream. As researchers better understand such issues as energy, flexibility, and water repellency in animal movement, they are applying this knowledge to the development of cutting-edge technology.Integrating biology, engineering, physics, and robotics, How to Walk on Water and Climb up Walls demystifies the remarkable mechanics behind animal locomotion.

    It is an easy to understand, pocket sized manual with a durable, water resistant cover. It contains illustrations such as solving rolling offsets, centers of 15o, 22-1/2o and 60o butt weld elbows cut from a 90o elbow. It also contains layouts for a true Y layout, common pipe angles and their solutions, special offsets and solutions, mitered pipe cuts, multi-piece mitered turns and much more.

    

    . . a story of redemption' Tony ParsonsMichael Maisey was excited the day he was locked up in the notorious Feltham Young Offenders Institute. He was going to be a legend to all his mates. The sixteen year old was in for attempted murder. He was innocent of this particular crime but amongst the violent and dangerous young men on his wing he was about to learn exactly how far he’d go to survive.In Young Offender we see what turned a good kid into a wanted criminal. Abused by his uncle, bullied at school, at the age of twelve he found the safety he craved in the ranks of a local gang in West London. He graduated from shoplifting to armed robbery and for five years Michael was in and out of Feltham, on a downward spiral of crime and drug and alcohol addiction. At rock bottom, he began attending AA meetings. But the road to recovery would mean changing himself in the deepest possible ways. Could Michael finally learn what it meant to be a good man?Honest and inspiring, this is a powerful story of redemption. Today Michael is a successful businessman and a loving father who spends time helping others find their way.

    While this version features an older Dummies cover and design, the content is the same as the new release and should not be considered a different product. The fun and easy way to get up to speed on the basic concepts of physics For high school and undergraduate students alike, physics classes are recommended or required courses for a wide variety of majors, and continue to be a challenging and often confusing course.Physics I For Dummies tracks specifically to an introductory course and, keeping with the traditionally easy-to-follow Dummies style, teaches you the basic principles and formulas in a clear and concise manner, proving that you don't have to be Einstein to understand physics!Explains the basic principles in a simple, clear, and entertaining fashion New edition includes updated examples and explanations, as well as the newest discoveries in the field Contains the newest teaching techniques If just thinking about the laws of physics makes your head spin, this hands-on, friendly guide gets you out of the black hole and sheds light on this often-intimidating subject.

      Everywhere he goes, crowds gather to meet Buzz Aldrin. He is a world-class hero, a larger-than-life figurehead, best known of a generation of astronauts whose achievements surged in just a few years from first man in space to first men on the moon. Now he pauses to reflect and share what he has learned, from the vantage point not only of outer space but also of time: still a non-stop traveler and impassioned advocate for space exploration, Aldrin will be 86 in 2016.  No Dream Is Too High whittles down Buzz Aldrin's event-filled life into a short list of principles he values, each illustrated by fascinating anecdotes and memories, such as: ·      Second comes right after first. NASA protocol should have meant he was first on the moon, but rules changed just before the mission. How he learned to be proud of being the second man on the moon. ·      Look for opportunities, not obstacles. Buzz was rejected the first time he applied to be an astronaut. Failure is an opportunity to learn to do better. ·      Always maintain your spirit of adventure. For his 80th birthday, Buzz went diving in the Galapagos and hitched a ride on a whale shark. He stays fit, energetic, and fascinated with life.  No Dream Is Too High is a beautiful memento, a thought-provoking set of ideas, and a new opportunity for Buzz Aldrin to connect with the masses of people who recognize his unique place in human history.

    But it can be even trickier to use than either Unix or Linux, and harder still to master.Absolute FreeBSD, 2nd Edition is your complete guide to FreeBSD, written by FreeBSD committer Michael W. Lucas. Lucas considers this completely revised and rewritten second edition of his landmark work to be his best work ever; a true product of his love for FreeBSD and the support of the FreeBSD community. Absolute FreeBSD, 2nd Edition covers installation, networking, security, network services, system performance, kernel tweaking, filesystems, SMP, upgrading, crash debugging, and much more, including coverage of how to:Use advanced security features like packet filtering, virtual machines, and host-based intrusion detection Build custom live FreeBSD CDs and bootable flash Manage network services and filesystems Use DNS and set up email, IMAP, web, and FTP services for both servers and clients Monitor your system with performance-testing and troubleshooting tools Run diskless systems Manage schedulers, remap shared libraries, and optimize your system for your hardware and your workload Build custom network appliances with embedded FreeBSD Implement redundant disks, even without special hardware Integrate FreeBSD-specific SNMP into your network management system. Whether you're just getting started with FreeBSD or you've been using it for years, you'll find this book to be the definitive guide to FreeBSD that you've been waiting for.

    Energy Levels and Energy Bands 2. Conduction in Semiconductors 3. Semiconductor Device Physics 4. P-N Junction Diode 5. Special Semiconductor Devices 6. Transistors 7. Field Effect Transistors 8. Rectifying Circuits and D.C. Power Supplies 9. Four-Terminal Active Network 10. Transistor Biasing and Thermal Stabilization 11. Small Signal Amplifiers 12. Feedback in Amplifiers 13. Power Amplifiers 14. Sinusoidal Oscillators 15. Switching Circuits (Multivibrators) 16. Integrated Circuits 17. Operational Amplifiers & IC-555 18. Modulation and Demodulation 19. Communication Systems (Digital & Optical Communication) 20. Basic Power Electronics 21. Digital Electronics 22. Digital Logic Families 23. Memory, Microcomputers and Microprocessor 24. Transducers 25. Electronic Instruments.

    Written for 11- to 15-year-olds and assuming no prior computing knowledge, this book uses the wildly successful, low-cost, credit-card-sized Raspberry Pi computer to explain fundamental computing concepts. Young people will enjoy going through the book's nine fun projects while they learn basic programming and system administration skills, starting with the very basics of how to plug in the board and turn it on. Each project includes a lively and informative video to reinforce the lessons. It's perfect for young, eager self-learners—your kids can jump in, set up their Raspberry Pi, and go through the lessons on their own. Written by Carrie Anne Philbin, a high school teacher of computing who advises the U.K. government on the revised ICT Curriculum Teaches 11- to 15-year-olds programming and system administration skills using Raspberry Pi Features 9 fun projects accompanied by lively and helpful videos Raspberry Pi is a $35/£25 credit-card-sized computer created by the non-profit Raspberry Pi Foundation; over a million have been sold Help your children have fun and learn computing skills at the same time with Adventures in Raspberry Pi.