If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    Mark Bittman, the bestselling, award-winning author of How to Cook Everything , shows you how to make a good burger or delicious pasta for everyday meals as well as chicken soup on a cold day, lasagne because you love it, and prime rib for company. Not only will you make some of the best food you ve ever eaten, you ll save money and eat more healthfully, too.Anyone can cookSimple, satisfying recipes with easy-to-follow directionsTips to help you shop for, prepare, and cook the recipesRecipe variations and lists of ideas to adapt dishes to your tasteStep-by-step illustrations for tricky techniques like mincing garlicSimple. Straightforward.Just what you need to cook well."

    His U.S. counterpart, Bill Bowerman, brought Lydiard's term for what until then had been called roadwork, or jogging, to the States. Soon after, the 1970s running boom started, spurred by exercise-advocating research from the growing fields of exercise science and sports medicine and from enthusiasts such as Jim Fixx, author of The Complete Book of Running. One of Bowerman's former runners at the University of Oregon, Phil Knight, saw to it that those millions of new runners had swoosh-adorning footwear designed specifically for their sport.The pace of knowledge enhancement and innovation has, in fact, been so brisk through the years that even highly informed runners could be excused for not keeping up, but no longer. Running Science is a one-of-a-kind resource:- An easily comprehended repository of running research- A wealth of insights distilled from great sport and exercise scientists, coaches, and runners- A do-it-right reference for a host of techniques and tactics- An array of the most credible and widely used training principles and programs- Perhaps most of all, a celebration of the latest science-based know-how of running, now truly the world's most popular sportElite running coach Owen Anderson presents this comprehensive work in a compelling way for runners. A PhD and coach himself, Anderson has both a great enthusiasm for sharing what scientific studies offer the running community and a keen sense of what's really important for today's informed runners to know.

    From ancient and medieval philosophers such as Confucius and Thomas Aquinas, to revolutionary thought leaders such as Thomas Jefferson and Leon Trotsky, to the voices who have shaped modern politics today -- Mao Zedong, Malcolm X, Che Guevara, and more -- "The Politics Book" clearly and simply explains more than 100 groundbreaking ideas in the history of political thought.With easy-to-follow graphics, succinct quotations, and accessible text, "The Politics Book" is an essential reference for students and anyone wondering how politics works.

    From one of the most popular features of Reader's Digest magazine.

    An imprisoned man receives an unexpected caller, after which "everything changed..."And the reader is hooked. But whether or not readers will stay on for the entire wild ride will depend on how well the writer structures the story, scene by scene.This book is your game plan for success. Using dozens of examples from his own work - including "Dropshot," "Tiebreaker" and other popular novels - Jack M. Bickham will guide you in building a sturdy framework for your novel, whatever its form or length. You'll learn how to: -"worry" your readers into following your story to the end -prolong your main character's struggle while moving the story ahead -juggle cause and effect to serve your story action As you work on crafting compelling scenes that move the reader, moment by moment, toward the story's resolution, you'll see why believable fiction must make more sense than real life. Every scene should end in disastersome scenes should be condensed, and others built big. Whatever your story, this book can help you arrive at a happy ending in the company of satisfied readers.

    This new edition of a perennial bestseller boasts new and exciting tips, tricks, and methods that strike a perfect balance between current technology and common sense solutions for getting things done. Exploring the many ways technology has changed since the previous edition, this new edition has been updated to reflect the latest and greatest in technological and personal productivity.The new "hacks" run the gamut of working with the latest Windows and Mac operating systems for both Windows and Apple, getting more done with smartphones and their operating systems, and dealing with the evolution of the web. Even the most tried-and-true hacks have been updated to reflect the contemporary tech world and the tools it provides us.Technology is supposed to make our lives easier by helping us work more efficiently. Lifehacker: The Guide to Working Smarter, Faster, and Better, Third Edition is your guide to making that happen!

    The acoustics are perfect and you don't sound half bad, if you do say so yourself. In fact, with a little practice you could be the next "American Idol" platinum-selling recording artist, or stage sensation. It's time for Pavarotti to step down and for you to step up as monarch of songdom.Whether you're a beginning vocalist or a seasoned songster, "Singing for Dummies" makes it easy for you to achieve your songbird dreams. "Singing for Dummies" gives you step-by-step instructions and lots of helpful tips, hints, vocal exercises, reminders, and warnings for both men and women, including advice on: The mechanics of singingDiscovering your singing voiceDeveloping techniqueSinging in performanceMaintaining vocal healthPerforming like a pro"Singing for Dummies" is written by Dr. Pamelia Phillips, Chair of Voice and Music at New York University's Undergraduate Drama Department. Dr. Phillips shares all of her professional expertise to help you sing your way to the top. She gives you all the information you need to know about: Proper posture and breathingPerfecting your articulationFinding the right voice teacher for youHow to train for singingSelecting your music materialsActing the songOvercoming stage frightAuditioning for musical theaterIn addition to Dr. Phillips' wisdom, "Singing for Dummies" comes with a CD packed full of useful instruction and songs, including: Demonstrations of proper techniqueExercises to develop technique and strengthScales and pitch drillsPractice songs for beginning, intermediate, and advanced singers"Singing for Dummies" contains all the information, practices, techniques, and expert advice you need to hone your vocal skills with ease.

    Burton’s translation of The Kama Sutra remains one of the best English interpretations of this early Indian treatise on politics, social customs, love, and intimacy. Its crisp style set a new standard for Sanskrit translation.The Kama Sutra stands uniquely as a work of psychology, sociology, Hindu dogma, and sexology. It has been a celebrated classic of Indian literature for 1,700 years and a window for the West into the culture and mysticism of the East.This Modern Library Paperback Classic reprints the authoritative text of Sir Richard F. Burton’s 1883 translation.

    Now, at last, the man himself tells us the story of life in the crossfire hurricane.

    From mood to memory, persuasion to procrastination, and resilience to relationships, Wiseman outlines the research supporting this new science of rapid change, and describes how these quick and quirky techniques can be incorporated into everyday life. Think a little, change a lot."Discover why even thinking about going to the gym can help you keep in shape ""Learn how pot plants make you more creative ""Find out why putting a pencil between your teeth instantly makes you happier "" "'At last, a self-help guide that is based on proper research. Perfect for busy, curious, smart people' Simon Singh, author of Fermat's Last Theorem'A triumph of scientifically proven advice over misleading myths of self-help. Challenging, uplifting and long overdue' Derren Brown

    Even if you have never been a farmer or a gardener, this book covers everything you need to know to get started: buying and saving seeds, starting seedlings, establishing raised beds, soil fertility practices, composting, dealing with pest and disease problems, crop rotation, farm planning, and much more. Because self-suf?ciency is the objective, subjects such as raising backyard chickens and home canning are also covered along with numerous methods for keeping costs down and production high. Materials, tools, and techniques are detailed with photographs, tables, diagrams, and illustrations.

    Let’s just go ahead and call that, “25 bonus tips,” shall we? Boom. Value added.)The book features sections such as:“The Transubstantiation of Trope,” “Why Bad Decisions Are A Good Decision,” “Nobody Sees Themselves As A Supporting Character,” "I Want To Buy The Semi-Colon A Private Sex Island," and “Plot Is Promise.”Contained within are things you should know about plot holes, self-publishing versus legacy publishing, "on-the-nose" dialogue, story versus plot, metaphors, copy-editing, killing darlings with a claw hammer, cursing like an undead pirate, and generally being a cranky and irreverent creative type.

    From the moment the metronomic pulse of a heartbeat thudded out to begin "Speak to Me" to the soaring guitar solo that climaxed "Comfortably Numb," these self-effacing men in their late fifties stole the show. Almost a year later, the death of their troubled founder-member Syd Barrett made headline news worldwide. Both events signaled a kind of closure to the remarkable tale of one of the world's biggest bands. Now, in the first full-length history of the group for more than fifteen years, Mark Blake tells the story of how a group of middle-class Englishmen conquered the world. Drawing on his own interviews with all of the band members, interviews with the group's friends, road crew, producers, former housemates and university colleagues, as well as musical contemporaries including Pete Townshend and Alice Cooper, Comfortably Numb follows Pink Floyd all the way from the early psychedelic nights at UFO in the mid-sixties to the stadium-rock and concept-album zenith of the seventies, and finally the acrimonious schism that sundered the band in the '80s and '90s.

    From story concept to character development to scene construction and beyond, this title helps you learn the big picture of storytelling at a professional level through a fresh approach that shows how to combine six core competencies: the four elemental competencies of concept, character, theme, and story structure (plot).