Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

    But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.Throughout the book, you’ll explore relevant material gleaned from numerous books, papers, blog posts, and the source code of several open source databases. These resources are listed at the end of parts one and two. You’ll discover that the most significant distinctions among many modern databases reside in subsystems that determine how storage is organized and how data is distributed.This book examines:Storage engines: Explore storage classification and taxonomy, and dive into B-Tree-based and immutable log structured storage engines, with differences and use-cases for eachDistributed systems: Learn step-by-step how nodes and processes connect and build complex communication patterns, from UDP to reliable consensus protocolsDatabase clusters: Discover how to achieve consistent models for replicated data

    At each stage, students are asked to apply critical thinking skills as they learn key concepts. Accounts of real researchers designing and analysing experiments are punctuated by questions and exercises.

    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 field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but also provides the background needed to understand how and why these algorithms work. Machine Learning: An Algorithmic Perspective is that text.Theory Backed up by Practical ExamplesThe book covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author addresses the topics in a practical way while providing complete information and references where other expositions can be found. He includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python. The author uses data from a variety of applications to demonstrate the methods and includes practical problems for students to solve.Highlights a Range of Disciplines and ApplicationsDrawing from computer science, statistics, mathematics, and engineering, the multidisciplinary nature of machine learning is underscored by its applicability to areas ranging from finance to biology and medicine to physics and chemistry. Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge."

    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.

    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.

    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.