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

    Lehninger Principles of Biochemistry, Fourth Edition brings clarity and coherence to an often unwieldy discipline, while incorporating the field's most important recent developments and applications.

    It takes a truly objects first approach to teaching problem solving using Java. These are complicated concepts so the book uses the development environment BlueJ to help the student's understanding. BlueJ has a strong emphasis on visualization and interaction techniques, and allows the students to manipulate objects and call methods as a first exercise. BlueJ is free and freely available, and has been developed specifically for teaching. The book is loaded with projects so that the student can really get a grip on actually solving problems; and it takes a spiral approach , introducing a topic in a simple context early on, then revisiting it later in the book to deepen understanding. It also comes with a CD containing JDK, BlueJ, a BlueJ tutorial and code for all the projects. The website contains style guide for all examples, PowerPoints for lecturers and also a Solutions Manual.

    Ratey, MD.Did you know you can beat stress, lift your mood, fight memory loss, sharpen your intellect, and function better than ever simply by elevating your heart rate and breaking a sweat? The evidence is incontrovertible: Aerobic exercise physically remodels our brains for peak performance. In SPARK, John J. Ratey, M.D., embarks upon a fascinating and entertaining journey through the mind-body connection, presenting startling research to prove that exercise is truly our best defense against everything from depression to ADD to addiction to aggression to menopause to Alzheimer's. Filled with amazing case studies (such as the revolutionary fitness program in Naperville, Illinois, which has put this school district of 19,000 kids first in the world of science test scores), SPARK is the first book to explore comprehensively the connection between exercise and the brain. It will change forever the way you think about your morning run---or, for that matter, simply the way you think

    In over 540 beautifully colored and easily understood illustrations, it teaches the complete human body with unsurpassed clarity and accuracy. This new edition features 45 revised, 290 relabeled and 17 wholly new plates, drawn fully in the tradition of Frank Netter, and includes more imaging and clinical images than ever before. Six Consulting Editors have worked together to ensure the new edition's accuracy and usefulness in the lecture theatre, classroom and dissection lab. Ninety plates from the book as well as a powerful and varied bank of ancillary material, unique to this atlas, are available online through www.netteranatomy.com.Includes uniquely informative drawings that allow you - and have allowed generations of students - to learn structures with confidence. Associates normal anatomy with an application of that knowledge in a clinical setting. Offers a strong selection of imaging to show you what is happening three dimensionally in the human body, the way you see it in practice.Provides clinically applicable information right from the start, to mirror the way that most anatomy courses are now taught.At www.netteranatomy.com, you'll access...- Over 90 of the most important anatomy illustrations from the book.- Interactive Anatomy Dissection Modules.- Radiographs, CT scans, MRIs, and angiograms, with labels on/off buttons for self testing.- QuickTime movies of stacked, transverse, and sectional images from the Visible Human Project (VHP).- Review Center with Identification Spot Tests and USMLE-style multiple-choice questions.- Integration links to other STUDENT CONSULT titles.- and more!

    The book contains proven strategies from a decade-long effort to accurately measure and increase emotional intelligence. Trusted by upper-echelon leaders inside companies worldwide, these strategies will enable you to capitalize on the skills responsible for 58% of performance in all types of jobs.Includes a passcode for online access to the world's bestselling emotional intelligence test, the Emotional Intelligence Appraisal®, which will show you where your EQ stands today and what you can do to begin maximizing it immediately.Rooted in sound research involving more than 500,000 responses, this new edition of the test will:--Pinpoint which of the book's 66 emotional intelligence strategies will increase your EQ the most.--Reveal the specific behaviors responsible for your EQ scores.--Allow you to test yourself a second time to measure how much your EQ has increased from your efforts.The book's smooth narrative style turns rigorous research into memorable stories and practical strategies that anyone can use to his or her advantage.With 90% of top performers high in EQ, and EQ twice as important as IQ in getting where you want to go in life, who can afford to ignore it?What people are saying about it:"Emotional Intelligence 2.0 is a fast read with compelling anecdotes and good context in which to understand and improve your score."--Newsweek"Surveys of 500,000 people on the role of emotions in daily life have enabled the authors to hone EQ assessment to a 28-question online survey that can be completed in seven minutes."--The Washington Post"Read worthy strategies for improving emotional intelligence skills make this our how-to book of the week. It's nice to know that average IQ doesn't limit a person to average performance. And who can resist an online quiz with instant feedback?"--Newsday"Gives abundant, practical findings and insights with emphasis on how to develop EQ. Research shows convincingly that EQ is more important than IQ."--Stephen R. Covey, author, The 7 Habits of Highly Effective People"This book can drastically change the way you think about success...read it twice."--Patrick Lencioni, author, The Five Dysfunctions of a Team"At last a book that gives how to's rather than just what to's. We need no more convincing that emotional intelligence is at the core of life success. What we need are practical ways of improving it. Bradberry and Greaves brilliant new book is a godsend. It will change your life."--Joseph Grenny, New York Times bestselling coauthor of Crucial Conversations"Emotional intelligence is an extremely important skill for personal and professional success. This book is excellent and the learning included in the free online test is cutting-edge. I strongly recommend it."--Ken Blanchard, bestselling business book author of all time; coauthor The One Minute Manager®"I distributed the book to my entire team. We found it very helpful in our dealings with each other and our internal customers. With all the new buzzwords over the past few years, the heart and soul of a company's culture is how they support and promote emotional intelligence. Those with foresight see that emotional intelligence will separate the good companies from the great ones. This book is a wonderful tool for a grass roots approach. If your desire is to be a truly resonate leader that people will trust and follow, this is an opportunity that cannot only change your professional career, but also your personal relationships."--Regina Sacha, vice president, human resources, FedEx Custom Critical"In the fast lane of business life today, people spend more time on computer keyboards, blackberries and conference calls than they do in face-to-face communication. We're expected to piece together broken conversations, cryptic voicemails, and abbreviated text messages to figure out how to proceed. In this increasingly complex web, emotional intelligence is more important than ever before. This book is filled with invaluable insights and information that no one can afford to ignore."--Rajeev Peshawaria, executive director, Goldman Sachs International

    Sapolsky's acclaimed and successful Why Zebras Don't Get Ulcers features new chapters on how stress affects sleep and addiction, as well as new insights into anxiety and personality disorder and the impact of spirituality on managing stress.As Sapolsky explains, most of us do not lie awake at night worrying about whether we have leprosy or malaria. Instead, the diseases we fear--and the ones that plague us now--are illnesses brought on by the slow accumulation of damage, such as heart disease and cancer. When we worry or experience stress, our body turns on the same physiological responses that an animal's does, but we do not resolve conflict in the same way--through fighting or fleeing. Over time, this activation of a stress response makes us sick.

    Permanent positions are scarce, science survival is rarely part of formal graduate training, and a good mentor is hard to find. This exceptional volume explains what stands between you and fulfilling long-term research career. Bringing the key survival skills into focus, A Ph.D. Is Not Enough! proposes a rational approach to establishing yourself as a scientist. It offers sound advice of selecting a thesis or postdoctoral adviser, choosing among research jobs in academia, government laboratories, and industry, preparing for an employment interview, and defining a research program. This book will help you make your oral presentations effective, your journal articles compelling, and your grant proposals successful. A Ph.D. Is Not Enough should be required reading for anyone on the threshold of a career in science.

    It covers the basics of computer programming, including variables and values, functions, conditionals and control flow, program development and debugging. Later chapters cover basic algorithms and data structures.

    This book covers game theory, economics of Information, and behavioral economics, using examples that cover such topics as the analysis of demand, cost, and market efficiency; the design of pricing strategies; and public policy analysis.

    But Cal Newport knows that real straight-A students don't study harder--they study smarter. A breakthrough approach to acing academic assignments, from quizzes and exams to essays and papers, "How to Become a Straight-A Student" reveals for the first time the proven study secrets of real straight-A students across the country and weaves them into a simple, practical system that anyone can master. You will learn how to: Streamline and maximize your study time Conquer procrastinationAbsorb the material quickly and effectivelyKnow which reading assignments are critical--and which are notTarget the paper topics that wow professorsProvide A+ answers on examsWrite stellar prose without the agony A strategic blueprint for success that promises more free time, more fun, and top-tier results, "How to Become a Straight-A Student" is the only study guide written by students for students--with the insider knowledge and real-world methods to help you master the college system and rise to the top of the class.

    The 32 theories represented in the text reflect a mix of foundational and recent scholarship and strike a balance of scientific and interpretive approaches.

    In this revision, the author takes a structured approach to explaining how networks function.

    Between the ages of 12 and 24, the brain changes in important and often maddening ways. It's no wonder that many parents approach their child's adolescence with fear and trepidation. According to renowned neuropsychiatrist Daniel Siegel, however, if parents and teens can work together to form a deeper understanding of the brain science behind all the tumult, they will be able to turn conflict into connection and form a deeper understanding of one another. In *Brainstorm*, Siegel illuminates how brain development affects teenagers' behaviour and relationships. Drawing on important new research in the field of interpersonal neurobiology, he explores exciting ways in which understanding how the teenage brain functions can help parents make what is in fact an incredibly positive period of growth, change, and experimentation in their children's lives less lonely and distressing on both sides of the generational divide.

    During that week, you will learn almost everything modern machine learning has to offer. The author and other practitioners have spent years learning these concepts.Companion wiki — the book has a continuously updated wiki that extends some book chapters with additional information: Q&A, code snippets, further reading, tools, and other relevant resources.Flexible price and formats — choose from a variety of formats and price options: Kindle, hardcover, paperback, EPUB, PDF. If you buy an EPUB or a PDF, you decide the price you pay!Read first, buy later — download book chapters for free, read them and share with your friends and colleagues. Only if you liked the book or found it useful in your work, study or business, then buy it.