Download or read book Data Science Without Makeup written by Mikhail Zhilkin and published by CRC Press. This book was released on 2021-11-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mikhail Zhilkin, a data scientist who has worked on projects ranging from Candy Crush games to Premier League football players’ physical performance, shares his strong views on some of the best and, more importantly, worst practices in data analytics and business intelligence. Why data science is hard, what pitfalls analysts and decision-makers fall into, and what everyone involved can do to give themselves a fighting chance—the book examines these and other questions with the skepticism of someone who has seen the sausage being made. Honest and direct, full of examples from real life, Data Science Without Makeup: A Guidebook for End-Users, Analysts and Managers will be of great interest to people who aspire to work with data, people who already work with data, and people who work with people who work with data—from students to professional researchers and from early-career to seasoned professionals. Mikhail Zhilkin is a data scientist at Arsenal FC. He has previously worked on the popular Candy Crush mobile games and in sports betting.
Download or read book Data Science Without Makeup written by Mikhail Zhilkin and published by CRC Press. This book was released on 2021-11-01 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: - The book shows you what 'data science' actually is and focuses uniquely on how to minimize the negatives of (bad) data science - It discusses the actual place of data science in a variety of companies, and what that means for the process of data science - It provides ‘how to’ advice to both individuals and managers - It takes a critical approach to data science and provides widely-relatable examples
Download or read book Doing Data Science written by Cathy O'Neil and published by "O'Reilly Media, Inc.". This book was released on 2013-10-09 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.
Download or read book Machine Learning Optimization and Data Science written by Giuseppe Nicosia and published by Springer Nature. This book was released on 2023-03-08 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set, LNCS 13810 and 13811, constitutes the refereed proceedings of the 8th International Conference on Machine Learning, Optimization, and Data Science, LOD 2022, together with the papers of the Second Symposium on Artificial Intelligence and Neuroscience, ACAIN 2022. The total of 84 full papers presented in this two-volume post-conference proceedings set was carefully reviewed and selected from 226 submissions. These research articles were written by leading scientists in the fields of machine learning, artificial intelligence, reinforcement learning, computational optimization, neuroscience, and data science presenting a substantial array of ideas, technologies, algorithms, methods, and applications.
Download or read book Not Just a Pretty Face written by Stacy Malkan and published by New Society Publishers. This book was released on 2007-10-01 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lead in lipstick? 1,4 dioxane in baby soap? Coal tar in shampoo? How is this possible? Simple. The $35 billion cosmetics industry is so powerful that they've kept themselves unregulated for decades. Not one cosmetic product has to be approved by the US Food and Drug Administration before hitting the market. Incredible? Consider this: The European Union has banned more than 1,100 chemicals from cosmetics. The United States has banned just 10. Only 11% of chemicals used in cosmetics in the US have been assessed for health and safety - leaving a staggering 89% with unknown or undisclosed effects. More than 70% of all personal care products may contain phthalates, which are linked to birth defects and infertility. Many baby soaps are contaminated with the cancer-causing chemical 1,4 dioxane. It's not just women who are affected by this chemists' brew. Shampoo, deodorant, face lotion and other products used daily by men, women and children contain hazardous chemicals that the industry claims are "within acceptable limits." But there's nothing acceptable about daily multiple exposures to carcinogenic chemicals -- from products that are supposed to make us feel healthy and beautiful. Not Just a Pretty Face delves deeply into the dark side of the beauty industry, and looks to hopeful solutions for a healthier future. This scathing investigation peels away less-than-lovely layers to expose an industry in dire need of an extreme makeover. 15 percent of the purchase price of each book sold benefits the national Campaign for Safe Cosmetics, administered by the Breast Cancer Fund, through December 31, 2012.
Download or read book The Vital Question written by Nick Lane and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A game-changing book on the origins of life, called the most important scientific discovery 'since the Copernican revolution' in The Observer.
Download or read book Data Science and Big Data Analytics written by EMC Education Services and published by John Wiley & Sons. This book was released on 2014-12-19 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. This book will help you: Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques and tools to analyzing big data Learn how to tell a compelling story with data to drive business action Prepare for EMC Proven Professional Data Science Certification Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!
Download or read book A Troublesome Inheritance written by Nicholas Wade and published by Penguin. This book was released on 2014-05-06 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on startling new evidence from the mapping of the genome, an explosive new account of the genetic basis of race and its role in the human story Fewer ideas have been more toxic or harmful than the idea of the biological reality of race, and with it the idea that humans of different races are biologically different from one another. For this understandable reason, the idea has been banished from polite academic conversation. Arguing that race is more than just a social construct can get a scholar run out of town, or at least off campus, on a rail. Human evolution, the consensus view insists, ended in prehistory. Inconveniently, as Nicholas Wade argues in A Troublesome Inheritance, the consensus view cannot be right. And in fact, we know that populations have changed in the past few thousand years—to be lactose tolerant, for example, and to survive at high altitudes. Race is not a bright-line distinction; by definition it means that the more human populations are kept apart, the more they evolve their own distinct traits under the selective pressure known as Darwinian evolution. For many thousands of years, most human populations stayed where they were and grew distinct, not just in outward appearance but in deeper senses as well. Wade, the longtime journalist covering genetic advances for The New York Times, draws widely on the work of scientists who have made crucial breakthroughs in establishing the reality of recent human evolution. The most provocative claims in this book involve the genetic basis of human social habits. What we might call middle-class social traits—thrift, docility, nonviolence—have been slowly but surely inculcated genetically within agrarian societies, Wade argues. These “values” obviously had a strong cultural component, but Wade points to evidence that agrarian societies evolved away from hunter-gatherer societies in some crucial respects. Also controversial are his findings regarding the genetic basis of traits we associate with intelligence, such as literacy and numeracy, in certain ethnic populations, including the Chinese and Ashkenazi Jews. Wade believes deeply in the fundamental equality of all human peoples. He also believes that science is best served by pursuing the truth without fear, and if his mission to arrive at a coherent summa of what the new genetic science does and does not tell us about race and human history leads straight into a minefield, then so be it. This will not be the last word on the subject, but it will begin a powerful and overdue conversation.
Download or read book Build a Career in Data Science written by Emily Robinson and published by Manning. This book was released on 2020-03-24 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary You are going to need more than technical knowledge to succeed as a data scientist. Build a Career in Data Science teaches you what school leaves out, from how to land your first job to the lifecycle of a data science project, and even how to become a manager. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology What are the keys to a data scientist’s long-term success? Blending your technical know-how with the right “soft skills” turns out to be a central ingredient of a rewarding career. About the book Build a Career in Data Science is your guide to landing your first data science job and developing into a valued senior employee. By following clear and simple instructions, you’ll learn to craft an amazing resume and ace your interviews. In this demanding, rapidly changing field, it can be challenging to keep projects on track, adapt to company needs, and manage tricky stakeholders. You’ll love the insights on how to handle expectations, deal with failures, and plan your career path in the stories from seasoned data scientists included in the book. What's inside Creating a portfolio of data science projects Assessing and negotiating an offer Leaving gracefully and moving up the ladder Interviews with professional data scientists About the reader For readers who want to begin or advance a data science career. About the author Emily Robinson is a data scientist at Warby Parker. Jacqueline Nolis is a data science consultant and mentor. Table of Contents: PART 1 - GETTING STARTED WITH DATA SCIENCE 1. What is data science? 2. Data science companies 3. Getting the skills 4. Building a portfolio PART 2 - FINDING YOUR DATA SCIENCE JOB 5. The search: Identifying the right job for you 6. The application: Résumés and cover letters 7. The interview: What to expect and how to handle it 8. The offer: Knowing what to accept PART 3 - SETTLING INTO DATA SCIENCE 9. The first months on the job 10. Making an effective analysis 11. Deploying a model into production 12. Working with stakeholders PART 4 - GROWING IN YOUR DATA SCIENCE ROLE 13. When your data science project fails 14. Joining the data science community 15. Leaving your job gracefully 16. Moving up the ladder
Download or read book The Makeup of a Confident Woman written by Trish McEvoy and published by HarperCollins. This book was released on 2017-02-28 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Internationally recognized makeup artist and trailblazing entrepreneur Trish McEvoy reveals her revolutionary, proven system that teaches women everywhere at any age to achieve total beauty security and confidence in this inspirational full-color playbook that is part empowering manifesto, part comprehensive how-to guide. Thousands of women, both celebrities and private clients alike, have turned to Trish McEvoy’s proprietary system for applying makeup, and looking—and feeling—transformed. Now, millions of women will have the opportunity to access her secret method in one complete, gorgeous book that goes beyond the basic step-by-step makeup lessons. Trish understands the power of beauty security. A woman with a positive self-image, can-do attitude, and sense of grace and calm will get what she wants out of life, and then some. But it’s not so easy to cultivate these qualities. Trish has a simple, 4-part solution. And it surprisingly starts with leveraging just a few minutes a day in a unique way. Even the most time-starved woman can do this, with lasting results. Compiling all of her best wisdom, Trish begins with a passionate and persuasive argument that makes clear the importance of self-care, then offers specific strategies to transform yourself from the outside in. Infused with Trish’s trademark charisma, this motivational, must-have resource is filled with highly practical takeaways and tutorials that will equip you with the tools to face life at your most beautiful and self-assured. The Makeup of a Confident Woman includes over 200 full-color illustrations.
Download or read book The Human Face of Big Data written by Rick Smolan and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors invited more than 100 journalists worldwide to use photographs, charts and essays to explore the world of big data and its growing influence on our lives and society.
Download or read book Why Trust Science written by Naomi Oreskes and published by Princeton University Press. This book was released on 2021-04-06 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why the social character of scientific knowledge makes it trustworthy Are doctors right when they tell us vaccines are safe? Should we take climate experts at their word when they warn us about the perils of global warming? Why should we trust science when so many of our political leaders don't? Naomi Oreskes offers a bold and compelling defense of science, revealing why the social character of scientific knowledge is its greatest strength—and the greatest reason we can trust it. Tracing the history and philosophy of science from the late nineteenth century to today, this timely and provocative book features a new preface by Oreskes and critical responses by climate experts Ottmar Edenhofer and Martin Kowarsch, political scientist Jon Krosnick, philosopher of science Marc Lange, and science historian Susan Lindee, as well as a foreword by political theorist Stephen Macedo.
Download or read book Wow No Thank You written by Samantha Irby and published by Vintage. This book was released on 2020-03-31 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 NEW YORK TIMES BESTSELLER • Lambda Literary Award for Bisexual Nonfiction Award Winner • A rip-roaring, edgy and unabashedly raunchy new collection of hilarious essays from the New York Times bestselling author of We Are Never Meeting in Real Life. “Stay-up-all-night, miss-your-subway-stop, spit-out-your-beverage funny.” —Jia Tolentino, New York Times bestselling author of Trick Mirror Irby is forty, and increasingly uncomfortable in her own skin despite what Inspirational Instagram Infographics have promised her. She has left her job as a receptionist at a veterinary clinic, has published successful books and has been friendzoned by Hollywood, left Chicago, and moved into a house with a garden that requires repairs and know-how with her wife in a Blue town in the middle of a Red state where she now hosts book clubs and makes mason jar salads. This is the bourgeois life of a Hallmark Channel dream. She goes on bad dates with new friends, spends weeks in Los Angeles taking meetings with "tv executives slash amateur astrologers" while being a "cheese fry-eating slightly damp Midwest person," "with neck pain and no cartilage in [her] knees," who still hides past due bills under her pillow. The essays in this collection draw on the raw, hilarious particulars of Irby's new life. Wow, No Thank You. is Irby at her most unflinching, riotous, and relatable. Don't miss Samantha Irby's bestselling new book, Quietly Hostile!
Download or read book Invisible Women written by Caroline Criado Perez and published by Abrams. This book was released on 2019-03-12 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: The landmark, prize-winning, international bestselling examination of how a gender gap in data perpetuates bias and disadvantages women. #1 International Bestseller * Winner of the Financial Times and McKinsey Business Book of the Year Award * Winner of the Royal Society Science Book Prize Data is fundamental to the modern world. From economic development to health care to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this insidious bias: in time, in money, and often with their lives. Celebrated feminist advocate Caroline Criado Perez investigates this shocking root cause of gender inequality in Invisible Women. Examining the home, the workplace, the public square, the doctor’s office, and more, Criado Perez unearths a dangerous pattern in data and its consequences on women’s lives. Product designers use a “one-size-fits-all” approach to everything from pianos to cell phones to voice recognition software, when in fact this approach is designed to fit men. Cities prioritize men’s needs when designing public transportation, roads, and even snow removal, neglecting to consider women’s safety or unique responsibilities and travel patterns. And in medical research, women have largely been excluded from studies and textbooks, leaving them chronically misunderstood, mistreated, and misdiagnosed. Built on hundreds of studies in the United States, in the United Kingdom, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, highly readable exposé that will change the way you look at the world.
Download or read book Sephora written by Melissa Schweiger and published by Harper Collins. This book was released on 2008-04-15 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ever wonder what it's like to have your own personal team of beauty experts, advising you on how to look and feel knockout-gorgeous every day? Or have you ever questioned what exactly goes on inside the creative minds of beauty industry heavy-hitters? Step into the pages of Sephora, where the top beauty authorities give you access to their private domains. Spend the day with Vincent Longo backstage at fashion week, create red carpet—worthy hair with celebrity hair stylist Oscar Blandi, master the smoky eye with Hollywood's hottest makeup artists, and take a tour of Dr. Nicholas Perricone's kitchen with his refrigerator full of skin-perfecting foods. In Sephora: The Ultimate Guide to Makeup, Skin, and Hair from the Beauty Authority, fashion and beauty journalist and former Sephora beauty editor Melissa Schweiger personally introduces the people behind some of your favorite brands and fills this gorgeous book with the beauty secrets usually reserved for insiders. Each photo-packed page brims with words of wisdom and expert advice from the creators of and authorities on more than two hundred classic and emerging beauty brands sold at Sephora, including LORAC, Smashbox, Too Faced, Dr. Perricone, Frédéric Fekkai, and many, many more. Each chapter is designed to mimic a Sephora store's "try everything" vibe while revealing the finest beauty tips and tricks for getting creative with cosmetics. From an A-to-Z glossary of terms and ingredients and a shopping guide to the best products, to detailed explanations of how to properly use cosmetic tools, Sephora is the complete beauty package that no woman will want to be without.
Download or read book Hands On Data Science and Python Machine Learning written by Frank Kane and published by Packt Publishing Ltd. This book was released on 2017-07-31 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the fundamentals of machine learning with Python in a concise and dynamic manner. It covers data mining and large-scale machine learning using Apache Spark. About This Book Take your first steps in the world of data science by understanding the tools and techniques of data analysis Train efficient Machine Learning models in Python using the supervised and unsupervised learning methods Learn how to use Apache Spark for processing Big Data efficiently Who This Book Is For If you are a budding data scientist or a data analyst who wants to analyze and gain actionable insights from data using Python, this book is for you. Programmers with some experience in Python who want to enter the lucrative world of Data Science will also find this book to be very useful, but you don't need to be an expert Python coder or mathematician to get the most from this book. What You Will Learn Learn how to clean your data and ready it for analysis Implement the popular clustering and regression methods in Python Train efficient machine learning models using decision trees and random forests Visualize the results of your analysis using Python's Matplotlib library Use Apache Spark's MLlib package to perform machine learning on large datasets In Detail Join Frank Kane, who worked on Amazon and IMDb's machine learning algorithms, as he guides you on your first steps into the world of data science. Hands-On Data Science and Python Machine Learning gives you the tools that you need to understand and explore the core topics in the field, and the confidence and practice to build and analyze your own machine learning models. With the help of interesting and easy-to-follow practical examples, Frank Kane explains potentially complex topics such as Bayesian methods and K-means clustering in a way that anybody can understand them. Based on Frank's successful data science course, Hands-On Data Science and Python Machine Learning empowers you to conduct data analysis and perform efficient machine learning using Python. Let Frank help you unearth the value in your data using the various data mining and data analysis techniques available in Python, and to develop efficient predictive models to predict future results. You will also learn how to perform large-scale machine learning on Big Data using Apache Spark. The book covers preparing your data for analysis, training machine learning models, and visualizing the final data analysis. Style and approach This comprehensive book is a perfect blend of theory and hands-on code examples in Python which can be used for your reference at any time.
Download or read book Makeup to Breakup written by Peter Criss and published by Simon and Schuster. This book was released on 2012-10-23 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: LEGENDARY founding KISS drummer Peter “Catman” Criss has lived an incredible life in music, from the streets of Brooklyn to the social clubs of New York City to the ultimate heights of rock ’n’ roll success and excess. KISS formed in 1973 and broke new ground with their elaborate makeup, live theatrics, and powerful sound. The band emerged as one of the most iconic hard rock acts in music history. Peter Criss, the Catman, was the heartbeat of the group. From an elevated perch on his pyrotechnic drum riser, he had a unique vantage point on the greatest rock show of all time, with the KISS Army looking back at him night after night. Peter Criscuola had come a long way from the homemade drum set he pounded on nonstop as a kid growing up in Brooklyn in the fifties. He endured lean years, street violence, and the rollercoaster music scene of the sixties, but he always knew he’d make it. Makeup to Breakup is Peter Criss’s eye-opening journey from the pledge to his ma that he’d one day play Madison Square Garden to doing just that. He conquered the rock world—composing and singing his band’s all-time biggest hit, “Beth” (1976)—but he also faced the perils of stardom and his own mortality, including drug abuse, treatment in 1982, near-suicides, two broken marriages, and a hard-won battle with breast cancer. Criss opens up with a level of honesty and emotion previously unseen in any musician’s memoir. Makeup to Breakup is the definitive and heartfelt account of one of rock’s most iconic figures, and the importance of faith and family. Rock ’n’ roll has been chronicled many times, but never quite like this.
