Now that machine learning is thriving, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn how to use a range of techniques, starting with simple Linear Regression and progressing to Deep Neural Networks. If you have some programming experience and you’re ready to code a machine learning project, this guide is for you.This hands-on book shows you how to use:Scikit-Learn, an accessible framework that implements many algorithms efficiently and serves as a great machine learning entry pointTensorFlow, a more complex library for distributed numerical computation, ideal for training and running very large neural networksPractical code examples that you can apply without learning excessive machine learning theory or algorithm details

    New Spotlight figures integrate brief text and visuals for easy reading. This package contains: Fundamentals of Anatomy & Physiology, Ninth Edition

    Perhaps you’re feeling a little tired. Bloated. Out of sorts. Whatever it is, you’ve come to the right place. Get ready to say good-bye to feeling meh and hello to feeling fabulous!      In Crazy Sexy Juice, wellness advocate and New York Times best-selling author Kris Carr teaches you everything you need to know about creating fresh, nutritious juices and smoothies, and creamy, indulgent nut and seed milks. With enough recipes to keep your juicer and blender humming through every season, she shows you how to fit them into your life, helping you make health deposits—instead of withdrawals! Cha-ching!      She guides you through her wonderful world by teaching you:·         How to create flavor combinations that tantalize your taste buds·         How to choose the best juicer, blender, and kitchen tools·         Ways to save money while prioritizing fresh, organic produce·         Troubleshooting advice for common kitchen mishaps·         Tips for selection, storage, and preparation of ingredients·         Answers to frequently asked questions and health concerns·         Suggestions for juicing and blending on the go·         Tips on how to get your family onboard and make this lifestyle stick·         And oh, so much more…      Whether you’re an old pro at making liquid magic or just starting out, Kris will help you experience juicing and blending as a fun and delicious journey into the transformative powers of fruits and veggies! By simply adding these nutrient-dense beverages to your daily life, you can take control of your health—one sip at a time.      With more than 100 scrumptious recipes and oodles of information, you’ll be ready to dive into a juicing paradise. Cheers to that! Includes an easy and energizing 3-day cleanse!

    Lying in a hospital bed in 1915, recovering from combat wounds suffered in World War I, Apollinaire assembled the fragments of a tragicomic, mock-epic and occasionally obscene autobiography-a-clef: The Poet Assassinated. This novella recounts the life and death of Croniamantal, whose birth is -saluted- by the Eiffel Tower's -beautiful erection, - who rises through the Parisian literary world to proclaim himself - the greatest of living poets, - and who is then torn to pieces by a mob. A statue built -out of nothing, like poetry and glory, - is constructed in his honor. This translation is by Matthew Josephson, an American editor who arrived in Paris just after the war and entered the circle of avant-garde artists and poets that had been galvanized by Apollinaire's life and death. Josephson was among the first to introduce these Dadaists and Surrealists to America, via his small magazine, Broom, and among his most ambitious projects was this translation, published by Broom as a limited-edition book in 1923 and never since reprinted.

    Random genetic mutation, long believed to be the main source of variation, is only a marginal factor. As the authors demonstrate in this book, the more important source of speciation, by far, is the acquisition of new genomes by symbiotic merger. The result of thirty years of delving into a vast, mostly arcane literature, this is the first book to go beyond -- and reveal the severe limitations of -- the "Modern Synthesis" that has dominated evolutionary biology for almost three generations. Lynn Margulis, whom E. O. Wilson called "one of the most successful synthetic thinkers in modern biology," and her co-author Dorion Sagan have written a comprehensive and scientifically supported presentation of a theory that directly challenges the assumptions we hold about the variety of the living world.

    But while conventional products say they'll make you more beautiful, they contain toxins and preservatives that are both bad for the environment and bad for your body--including synthetic fragrances, petrochemicals, and even formaldehyde. In the end, they damage your natural vitality and good looks.Fortunately, fashion writer, nutritionist, and beauty maven Julie Gabriel helps you find the true path to natural, healthy, green beauty. She helps you decipher labels on every cosmetic product you pick up and avoid toxic and damaging chemicals with her detailed Toxic Ingredients List. You'll learn valuable tips on what your skin really needs to be healthy, glowing, and youthful.Julie goes one-step further--and shows you how to make your own beauty products that feed your skin, save your bank account, and are healthy for your body and the environment, such as: - Cleansing creams and oils - toners - facials - under eye circle remedies - anti-aging serums - lip balms - scrubs - exfoliators - clay and cleansing masks- moisturizers - acne treatments - makeup remover - teeth whiteners - shampoos, conditioners - fragrances - sun protection - bug repellants - baby products - and much more!With her friendly, thorough, and helpful advice; fabulous beauty recipes; product recommendations and ratings; Toxic Ingredients List; and a complete appendix of online resources, Julie Gabriel gives you all the information you need to go green without going broke and become a more natural, healthy, and beautiful you.

    The chapters introduce each of the main neurotransmitters involved with behavior, discuss its role in the brain, present some background on how it is generally turned on and off, and explain ways to influence it through what we consume.

    25% of men will get turned down by their lovers over half the time. These men have women who think sex is a chore. Nearly 50% of men have partners that will NEVER ask for sex (would you ask for something that doesn’t give you any pleasure?) 92% of women will FAKE ORGASMS just to “get it over with”. It’s obvious that what most men are doing simply isn’t working. If you have never given your partner an orgasm, and you don’t know how… Lee Jenkins has created the Female Orgasm Black Book for men and women, but it is especially valuable for caring boyfriends and husbands who want a no-nonsense, step-by-step plan for bringing explosive sexual pleasures to their partners. You do want that, don't you? The “Black Book” explains the female orgasm, A-to-Z, with sex tips, checklists and examples of “orgasm routines” you can use to bring your partner to an orgasm (or multiple orgasms). The man on top (missionary) position is a good position because during all of the thrusting and grinding, you should be putting some ideal pressure on her mons pubis. This position is also great for hitting the A-spot, especially if you lift her legs up or place a pillow underneath her ass. Theres 3 upgrades you can do on the missionary position. The first 2 enhances the penetration angle of your penis, so that you can more effectively stimulate the G-spot during sex. The third variation angles your body allowing you to stimulate her clitoris during sex.

    The authors, who developed the metaobject protocol andwho were among the group that developed CLOS, introduce this new approach toprogramming language design, describe its evolution and design principles, andpresent a formal specification of a metaobject protocol for CLOS.Kiczales, desRivi?res, and Bobrow show that the "art of metaobject protocol design" lies increating a synthetic combination of object-oriented and reflective techniques thatcan be applied under existing software engineering considerations to yield a newapproach to programming language design that meets a broad set of designcriteria.One of the major benefits of including the metaobject protocol inprogramming languages is that it allows users to adjust the language to better suittheir needs. Metaobject protocols also disprove the adage that adding moreflexibility to a programming language reduces its performance. In presenting theprinciples of metaobject protocols, the authors work with actual code for asimplified implementation of CLOS and its metaobject protocol, providing anopportunity for the reader to gain hands-on experience with the design process. Theyalso include a number of exercises that address important concerns and openissues.Gregor Kiczales and Jim des Rivi?res, are Members of the Research Staff, andDaniel Bobrow is a Research Fellow, in the System Sciences Laboratory at Xerox PaloAlto Research Center.

    The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to take a hard pass on Knuth's brilliant but impenetrable theories and the dense multi-page proofs you'll find in most textbooks, this is the book for you. This fully-illustrated and engaging guide makes it easy for you to learn how to use algorithms effectively in your own programs.Grokking Algorithms is a disarming take on a core computer science topic. In it, you'll learn how to apply common algorithms to the practical problems you face in day-to-day life as a programmer. You'll start with problems like sorting and searching. As you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression or artificial intelligence. Whether you're writing business software, video games, mobile apps, or system utilities, you'll learn algorithmic techniques for solving problems that you thought were out of your grasp. For example, you'll be able to:Write a spell checker using graph algorithmsUnderstand how data compression works using Huffman codingIdentify problems that take too long to solve with naive algorithms, and attack them with algorithms that give you an approximate answer insteadEach carefully-presented example includes helpful diagrams and fully-annotated code samples in Python. By the end of this book, you will know some of the most widely applicable algorithms as well as how and when to use them.

    In Inventing the Internet, Janet Abbate recounts the key players and technologies that allowed the Internet to develop; but her main focus is always on the social and cultural factors that influenced the Internets design and use. The story she unfolds is an often twisting tale of collaboration and conflict among a remarkable variety of players, including government and military agencies, computer scientists in academia and industry, graduate students, telecommunications companies, standards organizations, and network users.The story starts with the early networking breakthroughs formulated in Cold War think tanks and realized in the Defense Department's creation of the ARPANET. It ends with the emergence of the Internet and its rapid and seemingly chaotic growth. Abbate looks at how academic and military influences and attitudes shaped both networks; how the usual lines between producer and user of a technology were crossed with interesting and unique results; and how later users invented their own very successful applications, such as electronic mail and the World Wide Web. She concludes that such applications continue the trend of decentralized, user-driven development that has characterized the Internet's entire history and that the key to the Internet's success has been a commitment to flexibility and diversity, both in technical design and in organizational culture.

    Code Craft author Pete Goodliffe presents a collection of useful techniques and approaches to the art and craft of programming that will help boost your career and your well-being.Goodliffe presents sound advice that he's learned in 15 years of professional programming. The book's standalone chapters span the range of a software developer's life--dealing with code, learning the trade, and improving performance--with no language or industry bias. Whether you're a seasoned developer, a neophyte professional, or a hobbyist, you'll find valuable tips in five independent categories:Code-level techniques for crafting lines of code, testing, debugging, and coping with complexityPractices, approaches, and attitudes: keep it simple, collaborate well, reuse, and create malleable codeTactics for learning effectively, behaving ethically, finding challenges, and avoiding stagnationPractical ways to complete things: use the right tools, know what "done" looks like, and seek help from colleaguesHabits for working well with others, and pursuing development as a social activity

    In The Dance of Life, developmental and stem-cell biologist Magdalena Zernicka-Goetz takes us to the front lines of efforts to understand the creation of a human life. She has spent two decades unraveling the mysteries of development, as a simple fertilized egg becomes a complex human being of forty trillion cells. Zernicka-Goetz's work is both incredibly practical and astonishingly vast: her groundbreaking experiments with mouse, human, and artificial embryo models give hope to how more women can sustain viable pregnancies. Set at the intersection of science's greatest powers and humanity's greatest concern, The Dance of Life is a revelatory account of the future of fertility -- and life itself.

    Instead, it tells you-and shows you-what basic and advanced electronics parts and components do, and how they work. Chock-full of illustrations, Practical Electronics for Inventors offers over 750 hand-drawn images that provide clear, detailed instructions that can help turn theoretical ideas into real-life inventions and gadgets.

    With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."-- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."-- Tim Wolters, CTO, Collective Intellect