Download or read book Machine Learning in Action written by Peter Harrington and published by Simon and Schuster. This book was released on 2012-04-03 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce

Download or read book From Cradle to Stage written by Virginia Hanlon Grohl and published by Seal Press. This book was released on 2017-04-18 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by Virginia Grohl, the mother of Dave Grohl—former Nirvana drummer and current frontman for the Foo Fighters—From Cradle to Stage shares stories and exclusive photos featuring mothers of rock icons, the icons themselves, and their Behind the Music-style relationships While the Grohl family had always been musical-the family sang together on long car trips, harmonizing to Motown and David Bowie-Virginia never expected her son to become a musician, let alone a rock star. But when she saw him perform in front of thousands of screaming fans for the first time, she knew that rock stardom was meant to be for her son. And as Virginia watched her son's star rise, she often wondered about the other mothers who raised sons and daughters who became rock stars. Were they as surprised as she was about their children's fame? Did they worry about their children's livelihood and wellbeing in an industry fraught with drugs and other dangers? Did they encourage their children's passions despite the odds against success, or attempt to dissuade them from their grandiose dreams? Do they remind their kids to pack a warm coat when they go on tour? Virginia decided to seek out other rock star mothers to ask these questions, and so began a two-year odyssey in which she interviewed such women as Verna Griffin, Dr. Dre's mother; Marianne Stipe, Michael Stipe of REM's mother; Janis Winehouse, Amy Winehouse's mother; Patsy Noah, Adam Levine's mother; Donna Haim, mother of the Haim sisters; Hester Diamond, Mike D of The Beastie Boys' mother. With exclusive family photographs and a foreword by Dave Grohl, From Cradle to Stage will appeal to mothers and rock fans everywhere.

Download or read book Eat Smarter written by Shawn Stevenson and published by Little, Brown Spark. This book was released on 2020-12-29 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lose weight, boost your metabolism, and start living a happier life with this transformative 30-day plan for healthy eating from the host of the hit podcast The Model Health Show. Food is complicated. It's a key controller of our state of health or disease. It's a social centerpiece for the most important moments of our lives. It's the building block that creates our brain, enabling us to have thought, feeling, and emotion. It's the very stuff that makes up our bodies and what we see looking back at us in the mirror. Food isn't just food. It's the thing that makes us who we are. So why does figuring out what to eat feel so overwhelming? In Eat Smarter, nutritionist, bestselling author, and #1-ranked podcast host Shawn Stevenson breaks down the science of food with a 30-day program to help you lose weight, reboot your metabolism and hormones, and improve your brain function. Most importantly, he explains how changing what you eat can transform your life by affecting your ability to make money, sleep better, maintain relationships, and be happier. Eat Smarter will empower you and make you feel inspired about your food choices, not just because of the impact they have on your weight, but because the right foods can help make you the best version of yourself.

Download or read book Data Analytics and Applications of the Wearable Sensors in Healthcare written by Shabbir Syed-Abdul and published by MDPI. This book was released on 2020-06-17 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a collection of comprehensive research articles on data analytics and applications of wearable devices in healthcare. This Special Issue presents 28 research studies from 137 authors representing 37 institutions from 19 countries. To facilitate the understanding of the research articles, we have organized the book to show various aspects covered in this field, such as eHealth, technology-integrated research, prediction models, rehabilitation studies, prototype systems, community health studies, ergonomics design systems, technology acceptance model evaluation studies, telemonitoring systems, warning systems, application of sensors in sports studies, clinical systems, feasibility studies, geographical location based systems, tracking systems, observational studies, risk assessment studies, human activity recognition systems, impact measurement systems, and a systematic review. We would like to take this opportunity to invite high quality research articles for our next Special Issue entitled “Digital Health and Smart Sensors for Better Management of Cancer and Chronic Diseases” as a part of Sensors journal.

Download or read book Making Movies written by Sidney Lumet and published by Vintage. This book was released on 2010-09-01 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why does a director choose a particular script? What must they do in order to keep actors fresh and truthful through take after take of a single scene? How do you stage a shootout—involving more than one hundred extras and three colliding taxis—in the heart of New York’s diamond district? What does it take to keep the studio honchos happy? From the first rehearsal to the final screening, Making Movies is a master’s take, delivered with clarity, candor, and a wealth of anecdote. For in this book, Sidney Lumet, one of our most consistently acclaimed directors, gives us both a professional memoir and a definitive guide to the art, craft, and business of the motion picture. Drawing on forty years of experience on movies that range from Long Day’s Journey into Night to Network and The Verdict—and with such stars as Katharine Hepburn, Paul Newman, Marlon Brando, and Al Pacino—Lumet explains how painstaking labor and inspired split-second decisions can result in two hours of screen magic.

Download or read book Russian Composers written by Elsa Z. Posell and published by Houghton Mifflin. This book was released on 1967 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gives a short history of music in Russia and briefly describes the lives and music of seventeen Russian composers, from Glinka to Shostakovich.

Download or read book Triggers written by Marshall Goldsmith and published by Crown Currency. This book was released on 2015-05-19 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bestselling author and world-renowned executive coach Marshall Goldsmith examines the environmental and psychological triggers that can derail us at work and in life. Do you ever find that you are not the patient, compassionate problem solver you believe yourself to be? Are you surprised at how irritated or flustered the normally unflappable you becomes in the presence of a specific colleague at work? Have you ever felt your temper accelerate from zero to sixty when another driver cuts you off in traffic? Our reactions don’t occur in a vacuum. They are usually the result of unappreciated triggers in our environment—the people and situations that lure us into behaving in a manner diametrically opposed to the colleague, partner, parent, or friend we imagine ourselves to be. These triggers are constant and relentless and omnipresent. So often the environment seems to be outside our control. Even if that is true, as Goldsmith points out, we have a choice in how we respond. In Triggers, his most powerful and insightful book yet, Goldsmith shows how we can overcome the trigger points in our lives, and enact meaningful and lasting change. Goldsmith offers a simple “magic bullet” solution in the form of daily self-monitoring, hinging around what he calls “active” questions. These are questions that measure our effort, not our results. There’s a difference between achieving and trying; we can’t always achieve a desired result, but anyone can try. In the course of Triggers, Goldsmith details the six “engaging questions” that can help us take responsibility for our efforts to improve and help us recognize when we fall short. Filled with revealing and illuminating stories from his work with some of the most successful chief executives and power brokers in the business world, Goldsmith offers a personal playbook on how to achieve change in our lives, make it stick, and become the person we want to be.

Download or read book Marketing Strategy written by Robert W. Palmatier and published by Bloomsbury Publishing. This book was released on 2020-12-31 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing Strategy offers a unique and dynamic approach based on four underlying principles that underpin marketing today: All customers differ; All customers change; All competitors react; and All resources are limited. The structured framework of this acclaimed textbook allows marketers to develop effective and flexible strategies to deal with diverse marketing problems under varying circumstances. Uniquely integrating marketing analytics and data driven techniques with fundamental strategic pillars the book exemplifies a contemporary, evidence-based approach. This base toolkit will support students' decision-making processes and equip them for a world driven by big data. The second edition builds on the first's successful core foundation, with additional pedagogy and key updates. Research-based, action-oriented, and authored by world-leading experts, Marketing Strategy is the ideal resource for advanced undergraduate, MBA, and EMBA students of marketing, and executives looking to bring a more systematic approach to corporate marketing strategies. New to this Edition: - Revised and updated throughout to reflect new research and industry developments, including expanded coverage of digital marketing, influencer marketing and social media strategies - Enhanced pedagogy including new Worked Examples of Data Analytics Techniques and unsolved Analytics Driven Case Exercises, to offer students hands-on practice of data manipulation as well as classroom activities to stimulate peer-to-peer discussion - Expanded range of examples to cover over 250 diverse companies from 25 countries and most industry segments - Vibrant visual presentation with a new full colour design

Download or read book How to Land a Top Paying Federal Job written by Lily Madeleine Whiteman and published by AMACOM Div American Mgmt Assn. This book was released on 2012-06-17 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Land a Top-Paying Federal Job is the ultimate guide to securing a government job, internship, or fellowship. Written by a successful career coach who has climbed the federal career ladder herself and served as a hiring manager, the book steers applicants through every stage of their job searchesùfrom finding unadvertised openings and getting interviews to sealing enviable deals and even get ting promoted. Drawing on interviews with more than 100 federal hiring managers, the book reveals the secrets to impressing these gatekeepers online, on paper, and in personùinformation that is available nowhere else. The updated second edition includes more get-ahead tips; new templates for writing winning applications; expanded directories for internships, fast-track management training programs and fellowships; and the latest helpful websites. Complete with a companion CD filled with sample rTsumTs, checklists, and templates, this indispensable book gives readers the inside scoop on landing some of the nationÆs most secure, well-paying, and rewarding jobsùin all 50 states and abroad!

Download or read book The Song Is You written by Arthur Phillips and published by Scribe Publications. This book was released on 2009 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'He tapped at his iPod, feeling within a note or two whether each random offering could provide what he was craving . . . skip, skip, skip, his temper rising, and then he felt it, just the opening chords . . . He stopped punching his iPod's face, and he leaned back on the bench and wondered, marvelled, felt the world slowly reopening to him.' Julian Donahue is obsessed with his iPod. Each song that shuffles through 'that greatest of all human inventions' triggers a memory. There are songs for the girls from when he was single; there's the one for the day he met his wife-to-be, and another for the day his son was born. But when his family falls apart, even music loses its hold on him, and he has nothing. Until one snowy night in Brooklyn, when his life's soundtrack-and life itself-starts to play again. He stumbles into a bar and sees Cait O'Dwyer, a flame-haired Irish rock singer, performing with her band, and a strange and unlikely love affair is ignited. Over the next few months, Julian and Cait's passion for music and each other is played out, though they never meet. In cryptic emails, text messages, cell-phone videos, and lyrics posted on Cait's website, they find something in their bizarre friendship that they cannot find anywhere else. Cait's star is on the rise, and Julian gently guides her along her path to fame-but always from a distance-and she responds to the one voice who understands her, more than a fan but still less than a lover. As their feelings grow more feverish, keeping a safe distance becomes impossible. What follows is a love story and a uniquely heartbreaking dark comedy about obsession and loss. The Song Is You is a closely observed tale of love in the digital age that blurs the line between the longing for intimacy and the longing for oblivion. 'Phillips . . . hits a pitch-perfect note in this heartbreakingly lyrical novel of love, loss, and the almost mystical power of music.' Booklist 'Phillips blents wiht, erudition and eccentricity.' The Times 'Prodigiously gifted . . . reminiscent of Nabokov.' The Guardian

Download or read book Strategy For Defeat The Luftwaffe 1933 1945 Illustrated Edition written by Williamson Murray and published by Pickle Partners Publishing. This book was released on 2015-11-06 with total page 883 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes the Aerial Warfare In Europe During World War II illustrations pack with over 200 maps, plans, and photos. This book is a comprehensive analysis of an air force, the Luftwaffe, in World War II. It follows the Germans from their prewar preparations to their final defeat. There are many disturbing parallels with our current situation. I urge every student of military science to read it carefully. The lessons of the nature of warfare and the application of airpower can provide the guidance to develop our fighting forces and employment concepts to meet the significant challenges we are certain to face in the future.

Download or read book How the Internet Became Commercial written by Shane Greenstein and published by Princeton University Press. This book was released on 2015-10-20 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: In less than a decade, the Internet went from being a series of loosely connected networks used by universities and the military to the powerful commercial engine it is today. This book describes how many of the key innovations that made this possible came from entrepreneurs and iconoclasts who were outside the mainstream—and how the commercialization of the Internet was by no means a foregone conclusion at its outset. Shane Greenstein traces the evolution of the Internet from government ownership to privatization to the commercial Internet we know today. This is a story of innovation from the edges. Greenstein shows how mainstream service providers that had traditionally been leaders in the old-market economy became threatened by innovations from industry outsiders who saw economic opportunities where others didn't—and how these mainstream firms had no choice but to innovate themselves. New models were tried: some succeeded, some failed. Commercial markets turned innovations into valuable products and services as the Internet evolved in those markets. New business processes had to be created from scratch as a network originally intended for research and military defense had to deal with network interconnectivity, the needs of commercial users, and a host of challenges with implementing innovative new services. How the Internet Became Commercial demonstrates how, without any central authority, a unique and vibrant interplay between government and private industry transformed the Internet.

Download or read book Toxicological Profile for Cobalt written by and published by . This book was released on 1992 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Small Entity Compliance Guide for the Revised Respiratory Protection Standard written by United States. Occupational Safety and Health Administration and published by . This book was released on 1998 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book The Use of Force in UN Peace Operations written by Trevor Findlay and published by Oxford University Press on Demand. This book was released on 2002 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most vexing issues that has faced the international community since the end of the Cold War has been the use of force by the United Nations peacekeeping forces. UN intervention in civil wars, as in Somalia, Bosnia and Herzegovina, and Rwanda, has thrown into stark relief the difficulty of peacekeepers operating in situations where consent to their presence and activities is fragile or incomplete and where there is little peace to keep. Complex questions arise in these circumstances. When and how should peacekeepers use force to protect themselves, to protect their mission, or, most troublingly, to ensure compliance by recalcitrant parties with peace accords? Is a peace enforcement role for peacekeepers possible or is this simply war by another name? Is there a grey zone between peacekeeping and peace enforcement? Trevor Findlay reveals the history of the use of force by UN peacekeepers from Sinai in the 1950s to Haiti in the 1990s. He untangles the arguments about the use of force in peace operations and sets these within the broader context of military doctrine and practice. Drawing on these insights the author examines proposals for future conduct of UN operations, including the formulation of UN peacekeeping doctrine and the establishment of a UN rapid reaction force.

Download or read book Legal Division Reference Book written by Federal Law Enforcement Training Center. Legal Division and published by . This book was released on 2010 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Legal Division Handbook written by Federal Law Enforcement Training Center. Legal Division and published by . This book was released on 2010 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The mission of the Federal Law Enforcement Training Center (FLETC) is to serve as the federal government's leader for and provider of world-class law enforcement training.