In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    Nigma’s simple dietary approach to achieving glowing skin that's free of age spots, sagging and wrinkles that actress Penelope Cruz says, “pinpointed exactly what my body needed to give me the optimal glow.”Eating too much of the wrong foods is bad for your digestion; and what’s worse, it shows up in your face as wrinkles, blemishes, bags and more. Luckily, by identifying and eliminating your skin-aging triggers, you can simultaneously heal your gut, stop this process of “digest-aging” and reverse its negative effects on your skin. Younger Skin Starts in the Gut provides a complete healthy skin regimen that produces beautiful glowing skin by balancing hormones, preventing inflammation and maintaining well-adjusted digestion. The book’s comprehensive four-week program and healthy recipes provide solutions to eight different signs of aging—including uneven skin tone, puffiness, dark circles and adult acne—and guarantees one blissful result: younger-looking, healthier skin.

    eGrade Plus offers an integrated suite of teaching and learning resources, including an online version of Black's Business Statistics for Contemporary Decision Making, Fourth Edition Update, in one easy-to-use Web site. Organized around the essential activities you perform in class, eGrade Plus helps you: Create class presentation using a wealth of Wiley-provided resources. you may easily adapt, customize, and add to his content to meet the needs of your course. Automate the assigning and grading of homework or quizzes by using Wiley-provided question banks, or by writing your won. Student results will be automatically graded and recorded in your gradebook. Track your students' progress. An instructor's gradebook allows you to an analyze individual and overall class results to determine each student's progress and level of understanding. Administer your course. eGrade Plus can easily be integrated with another course management system, gradebook, or other resources you are using in your class. Provide students with problem-solving support. eGrade Plus can link homework problems to the relevant section of the online text, providing context-sensitive help. Best of all, instructors can arrange to have eGrade Plus packaged FREE with new copies of Business Statistics for Contemporary Decision Making, Fourth Edition Update, All instructors have to do is adopt the eGrade Plus version of this book and activate their eGrade Plus course.

    You'll master the skills and techniques taught at the U.S. Olympic Training Center by legendary coach KiSik Lee. Then you'll prepare for competition:- Select and properly tune equipment.- Develop a winning shot sequence.- Set up, draw, and complete the shot.- Maximize practice time.- Train physically and mentally for competition.- Develop a successful tournament strategy.Developed by USA Archery, " Archery "is an invaluable resource you'll refer to again and again.

    In the 1970s, Pollack had excelled as one of Yale’s first two women to earn a bachelor of science degree in physics. But, isolated, lacking in confidence, and starved for encouragement, she abandoned her lifelong dream of becoming a theoretical physicist. Years later, she thought back on her experiences and wondered what had changed in the intervening decades, and what challenges remained. Based on six years of interviewing dozens of teachers and students and reviewing studies on gender bias, The Only Woman in the Room is an illuminating exploration of the cultural, social, psychological, and institutional barriers confronting women in the STEM disciplines. Pollack brings to light the struggles that women in the sciences are often hesitant to admit and provides hope that changing attitudes and behaviors can bring more women into fields in which they remain, to this day, seriously underrepresented.Eileen Pollack is the author of the novels Breaking and Entering (a New York Times Editor’s Choice selection) and Paradise, New York, as well as two collections of short fiction, an award-winning book of nonfiction, and two creative-nonfiction textbooks. Her work has appeared in Best American Essays and Best American Short Stories. She is a professor on the faculty of the Helen Zell MFA Program in Creative Writing at the University of Michigan. She divides her time between Manhattan and Ann Arbor, Michigan.

    We knew this instinctively as kids, but somehow forgot on the way to adulthood. We got busy and overwhelmed, started valuing things that don't matter, and learned to follow the rules that don't even exist:hate mondaysonly celebrate when the calendar gives you permissiondon't make a messdon't play hookyhide your weirdnesshide your wrinklescare what other people thinkFollowing these so-called rules is a terrific way to stress you out, sap your energy, and ensure a boring life. But there's a better way. In his enlightening book, author and artist Jason Kotecki uncovers some of the most useless rules so you can shift perspective and start seeing the world with wonder once again.It's time to stop living by someone else's rules. Your life is a story, and a short one at that. Make it a good one.

    Well, now you can! Navy SEAL Shooting teaches you the groundbreaking training method developed by one of the most respected firearms instructors in the world, retired Navy SEAL Chris Sajnog. With easy-to-follow, step-by-step instructions and 385 illustrations, this book covers everything you need to know to make effective shots in any high-stress situation. You will learn to plan your training, improve your accuracy and speed, shoot while moving, and clear malfunctions. Plus discover every manipulation needed for any semi-automatic pistol or rifle. Whether in combat, competition, or just safely and confidently protecting yourself or your family, this book will help you dominate any opponent. It’s the middle of the night… You hear a sudden crash in the kitchen… Someone has broken into your home. He’s armed and ready to kill. Will you be able to protect your family? Shoot like a Navy SEAL, Unlock Your Warrior Potential, and Protect Your Family -- Without Expensive Trips to the Firing Range! I’ve trained the world’s deadliest snipers, and today… I’m going to train you. Dear Concerned Citizen, My name is Chris Sajnog. I’m a retired US Navy SEAL and the man who created the US Navy SEAL Sniper Training program. I’m not going to beat around the bush here. I am one of the world’s leading firearms training experts. I’ve trained our country’s real-life heroes, the men who do things most people only try in a video game. I didn’t always have these skills. In fact, I had never even fired a gun until I joined the military. But if you’re willing to take the first step and actually begin training, you can master anything. Today, firearms experts around the world come to me for advice. I’ve trained hundreds of US Navy SEALs. And now, I’m ready to share those skills with everyday citizens like you who need to protect their families from our growing domestic criminals. But first, let me ask you something... How good is your aim? How often do you hit your target? More importantly, can you fire a bulls-eye at 100 yards in the middle of the night? During a life-and-death situation, you need to be fully prepared for anything that comes your way. Making even one of those mistakes during a violent encounter can mean death for you and your family. It’s not your fault. Thanks to my training as a US Navy SEAL, I was given all the time, ammo, and hands-on training that I needed. Most people don’t have that luxury. But I’ve trained the world’s deadliest snipers, and now, I’m teaching you those same techniques. Master Your Weapon and Protect Your Family with My Book: Navy SEAL Shooting. Navy SEALs are just regular people with a unique set of skills. With this book, you’re going to learn some of those world-class skills -- most of them right in your own home. These skills can save your life and the life of your family. Remember: many of America’s heroes were trained by me. Now, you have the opportunity to learn the skills they have and master your weapon at last.

    A high school dropout and serial entrepreneur, he had built a real estate empire of over 4,000 apartments across the USA. Taking risks and working tirelessly were the ingredients to his rise. But, he took one risk too many. An ice storm on Christmas Eve 2004 triggered his collapse. He was maligned, publicly shamed, and financially gutted – even arrested. He lost everything and ended up $26 million in debt. As he struggled to regain his footing, he spent what he could to get others to lift him up. But no one did. He discovered that there was only one person who could build him back up. To move forward, he crafted a new life’s purpose: to help others crushed by unaffordable debts rebuild themselves Burn Zones is a story of playing life’s bad hands and overcoming adversity against the greatest of challenges. It’s an inspirational story of a man who was pushed to his mental and physical limits, and came out the other side even stronger. And, most of all, it’s a lesson that you can do the same.

    Her philosophy is deeply connected to living yoga--not just doing yoga. In fact, readers don't need to have ever attended a yoga class to dive into this book: her thoughtful teachings are for anybody interested in learning to navigate the waves of life more skillfully and gracefully.Imagine sailing a boat with a course set for a lifetime. If that route changes by just one navigational degree, what would happen to the journey? How far from the original trajectory would we be in one year? Five years? Ten years? Twenty years? Well, we would end up in a totally different place. In much the same way, we can change the course of our life by making a one degree shift. In other words, we don't have to change everything about ourselves or our world to make a difference.Coby inspires readers to dig deep, to ask powerful questions and to dive into the insights, experiments, and inquiries of living yoga: how can I best be with life? How can the teachings of yoga direct us to see the most aligned choices, let go of past hurts, and discover deep and meaningful connections? And what are the most skillful ways we can learn to savor all that life presents? These yoga philosophies are infused with practical strategies for creating the life you truly want and having a positive impact on the world.One Degree Revolution will guide readers to: -access infinite personal possibilities-celebrate their authentic selves and start listening to their calling-find meaning and purpose-learn to let go and trust the unfolding of life-value taking a pause and making a fresh start when needed-challenge long-held beliefs and foster transformational change-get comfortable with being uncomfortable, and-develop their communityOne degree at a time.

    In the years of pain and heartache that followed as he tried to save his son from opioid addiction, Van Warner discovered what the American public is just now becoming aware of: opioids prescribed for even minor pain relief are so addictive that even a few days of use can create dependency. On Pills and Needles is a memoir that also serves as a wake-up call and crash course in opioid addiction. Through his harrowing personal story, Van Warner exposes the common causes of opioid addiction, effective and ineffective ways it has been treated, and how families can walk alongside loved ones who are dealing with the daily realities of addiction.

    For 15 years, he has steadily and skillfully guided the school into the high society of major college sports. But now Pete, fed up with politically correct campus culture and babysitting fragile egos, is retiring from the "arms race." As he waits for the university's board of trustees to act on his early retirement package, he reflects on his career, the people he's come across, and what life will be like in retirement. Pete's story is told in Jenkins's unmistakable, raucous, old-school style, and it's full of colorful, absurd, and downright crazy characters--from clueless trustees and busybody protestors to prima donna football coaches and booster club pests. Stick a Fork in Me is a rollicking, no-holds-barred tour of the world of big-time college sports. Praise for the work of Dan Jenkins: ..".the best sportswriter in America." --Larry King "Dan Jenkins is the nearest thing to Ring Lardner this generation has ever seen. No one has captured the essential lunacy of the twentieth-century sports (and TV) scene as accurately and hilariously as this." --Los Angeles Times "Dan Jenkins is a comic genius." --Don Imus "Dan Jenkins has been among America's best and funniest sportswriters for more than six decades." --The New York Times "Jenkins is hilarious, providing more laughs per page than any other writer in the 'bidness.'" --People

    From New York to Alaska, he tries to fend for himself without his trusty PA and life support, the unflappable Charmaine, for whom contentment lies in Jesus Christ and custard creams.With his blend of waspish wit and mischievous charm, Steward seeks out normal Americans, such as Joe le Taxi, the former NYPD officer who was one of the first on the scene at the Twin Towers and now runs an extortionate executive taxi service; Pam and Bob, a paranoid psychiatrist and a failed actor who once saw the back of Meryl Streep s head; Taylor the Alaskan bushwhacker who was raised by wolves and revels in their scat; Jeb the Yosemite inn-sitter who lives his life at the pace of a Ford Model T; Kacey Musgraves, the controversial country music star staying at the farm in Tennessee; and Sheriff Duke of Calhoun County, South Carolina, who reintroduces Steward to the long (and armed) arm of the law.For anyone at a crossroads, contemplating a temporary or permanent career break, this affectionate travel romp is essential reading. Journeying coast-to-coast across the US with Steward might just remind you that, despite the post-Trump hysteria, there are many normal and decent Americans out there

    The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it.In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go.Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

    That is, if you were to go by a definition of 'no obvious indicators of peculiarity', and you didn't know her very well. She has good friends, a good job, a nice enough home. This normality, however, is precariously plastered on top of a different life. A life that is Amy's real life. The only one her brain will let her lead.What is it really like to live with mental illness?An insight into the reality of life with obsessive compulsive disorder (OCD), anxiety and depression.

    “I don’t plow, and I don’t rise early. When it says she gathers her food from afar, does that mean takeout…?”   In Confessions of a Proverbs 32 Woman, Kerri fearlessly shares the messiness of her own life with wit and honesty. Join her as she delves into the struggles of the modern woman tired of trying and failing to live up to Pinterest-looking, air-brushed, and insta-filtered “real life” role models telling her she’s not quite good enough. And learn the two things you can hold onto for longer than your smartphone: genuine self-awareness and humble God-awareness.   Kerri is a self-proclaimed hot mess for Jesus who has learned that God never said our lives would be mess-less, but He also never intended for us to wallow forever without a way through. When you’re at your most hopeless, God and His Word will meet you there, where you’ll find, as Kerri has, that this #hotmess4Jesus thing really can be the best possible life to live.