But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications.Authors Jeremy Howard and Sylvain Gugger show you how to train a model on a wide range of tasks using fastai and PyTorch. You'll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes.Train models in computer vision, natural language processing, tabular data, and collaborative filteringLearn the latest deep learning techniques that matter most in practiceImprove accuracy, speed, and reliability by understanding how deep learning models workDiscover how to turn your models into web applicationsImplement deep learning algorithms from scratchConsider the ethical implications of your work

    Inside you'll find guidelines for rendering accurate skin tones in a variety of media, including watercolor, oil and pastel.You'll begin with a review of the five essential painting elements (drawing, value, color, composition and edges), then learn how light and color influence the appearance of skin tones. Artist Chris Saper provides the advice and examples that make every lesson and technique easy to understand--immediately improving the quality of your work. You'll discover how to:Paint the four major skin color groups (Caucasian, African American, Asian and Hispanic)Refine these colors into dozens of possible variations within each groupSelect your palette and mix hues for clean, beautiful colorsDetermine the color and temperature of light that falls on your subjectPaint direct and indirect sunlight, artificial light and highlights of lightMaster the four elements that determine color in shadowUse photographic references when you can't paint directly from lifeYou'll also find seven step-by-step demonstrations and an appendix of sample color charts for each major skin type under a range of lighting variations. It's all you need to bring your portraits to life!

    Dr. Jeffrey Sterling’s authentic and enthralling collection of stories represents his unique journey as an ER physician. Both an enlightening memoir and an unforgiving mirror reflecting the best and worst of human behavior, Behind the Curtain unveils the insidious consequences of everyday risks and seemingly innocuous habits.

    Years hunched over books and articles, writing essays late into the night on the science and art of your chosen profession. Through hard work and determination, alongside lots of experience, you’ve now become pretty good at it. So good in fact, that you have been asked to stop doing it all the time. You’ve been asked to manage a team.Now, you’ve got to assess people, develop them, write their appraisals and help them to help you, and the business you work for, deliver results.This is the book that will get you there fast.Authored by Sue Willcock, who with 25 years of experience in professional services, wrote this book with the busy professional in mind – easy to read and packed full of tips you can use straight away.Sue originally qualified as a Chartered Surveyor before moving into business management roles, including a period as a Partner at a Top 5 Construction Consultancy. For the last 10 years, Sue has worked as a people development consultant focusing on professional services, working with individuals, teams and organisations.

    This jargon-free Missing Manual shows you how to use WordPress and its themes, plug-ins, and widgets to build just about any website you can imagine, from a classy blog to a basic e-commerce site.The important stuff you need to know:Create a blog. Get a free WordPress.com account, choose the right theme, and start publishing content.Build a website. Produce a professional-looking business site by customizing a WordPress theme.Add features. Choose from thousands of WordPress widgets and plug-ins to extend your site’s features.Mix in multimedia. Include slideshows, video clips, webcasts, podcasts, and music players.Involve your readers. Let readers leave comments, contribute to your site, and carry on a dialog.Build an audience. Learn search-engine optimization, measure your reader’s favorite pages, and publicize your site.Create a community. Use social media tools such as “Like” and sharing buttons, and provide RSS feeds of your posts.

    But what most people don't know is that the more thoroughly researchers investigate the history of our planet, the more astonishing the story of our existence becomes. The number and complexity of the astronomical, geological, chemical, and biological features recognized as essential to human existence have expanded explosively within the past decade. An understanding of what is required to make possible a large human population and advanced civilizations has raised profound questions about life, our purpose, and our destiny. Are we really just the result of innumerable coincidences? Or is there a more reasonable explanation?This fascinating book helps nonscientists understand the countless miracles that undergird the exquisitely fine-tuned planet we call home--as if Someone had us in mind all along.

    Virtually every choice we make hinges on how someone generates data . . . and how someone else interprets it--whether we realize it or not.Where do you send your child for the best education? Big Data. Which airline should you choose to ensure a timely arrival? Big Data. Who will you vote for in the next election? Big Data.The problem is, the more data we have, the more difficult it is to interpret it. From world leaders to average citizens, everyone is prone to making critical decisions based on poor data interpretations.In Numbersense, expert statistician Kaiser Fung explains when you should accept the conclusions of the Big Data experts--and when you should say, Wait . . . what? He delves deeply into a wide range of topics, offering the answers to important questions, such as:How does the college ranking system really work?Can an obesity measure solve America's biggest healthcare crisis?Should you trust current unemployment data issued by the government?How do you improve your fantasy sports team?Should you worry about businesses that track your data?Don't take for granted statements made in the media, by our leaders, or even by your best friend. We're on information overload today, and there's a lot of bad information out there.Numbersense gives you the insight into how Big Data interpretation works--and how it too often doesn't work. You won't come away with the skills of a professional statistician. But you will have a keen understanding of the data traps even the best statisticians can fall into, and you'll trust the mental alarm that goes off in your head when something just doesn't seem to add up.Praise for NumbersenseNumbersense correctly puts the emphasis not on the size of big data, but on the analysis of it. Lots of fun stories, plenty of lessons learned--in short, a great way to acquire your own sense of numbers!Thomas H. Davenport, coauthor of Competing on Analytics and President's Distinguished Professor of IT and Management, Babson CollegeKaiser's accessible business book will blow your mind like no other. You'll be smarter, and you won't even realize it. Buy. It. Now.Avinash Kaushik, Digital Marketing Evangelist, Google, and author, Web Analytics 2.0Each story in Numbersense goes deep into what you have to think about before you trust the numbers. Kaiser Fung ably demonstrates that it takes skill and resourcefulness to make the numbers confess their meaning.John Sall, Executive Vice President, SAS InstituteKaiser Fung breaks the bad news--a ton more data is no panacea--but then has got your back, revealing the pitfalls of analysis with stimulating stories from the front lines of business, politics, health care, government, and education. The remedy isn't an advanced degree, nor is it common sense. You need Numbersense.Eric Siegel, founder, Predictive Analytics World, and author, Predictive AnalyticsI laughed my way through this superb-useful-fun book and learned and relearned a lot. Highly recommended! Tom Peters, author of In Search of Excellence

    

     The tales are far too common to be complete fabrications, yet too anecdotal and outside the medical mainstream to be taken seriously scientifically. How do we explain them and the growing popularity of alternative medicine more generally? Is there a biological basis for practices like acupuncture, tai chi, chiropractic, and energy healing? Who are the faithful patients and practitioners who tell these stories and speak of such mystical-seeming concepts as qi, chakras, and meridians in the first place? In The Magic Feather Effect, author and journalist Melanie Warner attempts to answer these questions, taking us on a vivid, fascinating journey through the world of alternative medicine. Crossing continents and sides of the debate, visiting prestigious research clinics and ordinary people’s homes, she investigates the scientific underpinning for the purportedly magical results of these practices and reveals not only the medical power of beliefs and placebo effects, but also the range, limits, and uses of the surprising system of self-healing that resides inside us. Equal parts helpful, illuminating, and compelling, The Magic Feather Effect is a brilliant exploration of some of the world’s most popular health treatments, the people who seek them, the scientists who study them, and the reasons they may work.

    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.

    Two children vacationing on a Greek isle in the Ionian sea devise a plan where by stolen donkeys save the land of a friend from having the mortgage foreclosed.

    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

    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.