If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    Free of all the usual filler and hype, The Simple Six is a real program, for real people, offering real results. The unique programming method found only in The Simple Six is based on the idea that repeating a small amount of work consistently can lead to great changes in the way you look, the way you feel, and the way you think about fitness and exercise.  If you're looking for a simple, straightforward way to build a strong, balanced, and capable physique, then The Simple Six is for you. The Simple Six truly is the easy way to get in shape and stay in shape for the rest of your life!

    It features a novel way of teaching interactive designers how to create and improve their designs to incorporate the highest degree of fun. As the book shows, designing for fun is all about making interactive products like games highly entertaining, engaging, and addictive. The book's unique approach of providing a highly visual storyboard approach combined with a narrative on the art and practice of designing for fun is sure to be a hit with game and interactive designers.At first glance A Theory of Fun for Game Design is a book that will truly inspire and challenge game designers to think in new ways; however, its universal message will influence designers from all walks of life. This book captures the real essence of what drives us to seek out products and experiences that are truly fun and entertaining. The author masterfully presents his engaging theory by showing readers how many designs are lacking because they are predictable and not engaging enough. He then explains how great designers use different types of elements in new ways to make designs more fun and compelling. Anyone who is interested in design will enjoy how the book works on two levels--as a quick inspiration guide to game design, or as an informative discussion that details the insightful thinking from a great mind in the game industry.

    The artificial intelligence system, created by DeepMind, had been fed nothing but the rules of the Royal Game when it beat the world’s strongest chess engine in a prolonged match. The selection of ten games published in December 2017 created a worldwide sensation: how was it possible to play in such a brilliant and risky style and not lose a single game against an opponent of superhuman strength?For Game Changer, Matthew Sadler and Natasha Regan investigated more than two thousand previously unpublished games by AlphaZero. They also had unparalleled access to its team of developers and were offered a unique look ‘under the bonnet’ to grasp the depth and breadth of AlphaZero’s search. Sadler and Regan reveal its thinking process and tell the story of the human motivation and the techniques that created AlphaZero.Game Changer also presents a collection of lucidly explained chess games of astonishing quality. Both professionals and club players will improve their game by studying AlphaZero’s stunning discoveries in every field that matters: opening preparation, piece mobility, initiative, attacking techniques, long-term sacrifices and much more.The story of AlphaZero has a wider impact. Game Changer offers intriguing insights into the opportunities and horizons of Artificial Intelligence. Not just in solving games, but in providing solutions for a wide variety of challenges in society.With a foreword by former World Chess Champion Garry Kasparov and an introduction by DeepMind CEO Demis Hassabis.Matthew Sadler (1974) is a Grandmaster who twice won the British Championship and was awarded an individual Gold Medal at the 1996 Olympiad. He has authored several highly acclaimed books on chess and has been writing the famous ‘Sadler on Books’ column for New In Chess magazine for many years. Natasha Regan is a Women’s International Master from England who achieved a degree in mathematics from Cambridge University. Matthew Sadler and Natasha Regan won the English Chess Federation 2016 Book of the Award for their book Chess for Life.

    With an approachable and engaging style, Guitar Theory For Dummies goes beyond guitar basics, presenting the guidance intermediate to advanced players need to improve their improvisational and compositional skills. Plus, with access to audio tracks and video instruction online you can master the concepts and techniques covered in the book. Key content coverage includes: pentatonic and major scale patterns; the CAGED chord system, chord progressions, and playing by numbers; roots, keys, and applying scales, plus modes and modal scales; intervals and chord extensions; popular song references and theory applications that help you understand how to play popular music and contemporary guitar styles, and create music of your own. This title also features companion audio tracks and video content hosted online at Dummies.com The expert instruction and easy-to-digest information provides comprehensive guidance on how to apply music theory concepts to fretted instruments If you already have a handle on the basics and want to know more about the building blocks and theory behind guitar music, Guitar Theory For Dummies has you covered.

    And if every page of these chapters does not proclaim to the reader that the only means for the realization of Truth is ahimsa, I shall deem all my labour in writing these chapters to have been in vain. And, even though my efforts in this behalf may prove fruitless, let the readers know that the vehicle, not the great principle, is at fault.- M. K. Gandhi

    With compassion, humor, insight, and practical wisdom born of firsthand experience, Galit Breen makes a compelling case for online decency. What would happen if parents and kids everywhere could read these 10 simple rules of conduct, learn them by heart, and live by them each and every time they log in? The world would change dramatically--and for the good of us all."--Katrina Kenison, author of Mitten Strings for God and The Gift of an Ordinary DayIf kindness wins, accountability rules. The need for this mantra is never clearer than when scrolling through posts and comments online.Approximately four out of ten kids (42 percent) have experienced cyberbullying. When we were young, our bullies weren't usually strangers. They were the kids who passed mean notes about us in class, the ones who didn't let us sit at their table during lunch, and the ones who tripped us in the hallway or embarrassed us in gym class. Cyberbullying isn't all that different from the playground bullying of our youth and nightmares. But with social media, our bullies have nonstop access to us--and our kids. In fact, we're often "friends" with our bullies online.When freelance writer Galit Breen's kids hinted that they'd like to post, tweet, and share photos on Instagram, Breen took a look at social media as a mom and as a teacher and quickly realized that there's a ridiculous amount of kindness terrain to teach and explain to kids―and some adults―before letting them loose online. So she took to her pen and wrote a how-to book for parents who are tackling this issue with their kids.Kindness Wins covers ten habits to directly teach kids as they're learning how to be kind online. Each section is written in Breen's trademark parent-to-parent-over-coffee style and concludes with resources for further reading, discussion starters, and bulleted takeaways. She ends the book with two contracts―one to share with peers and one to share with kids. Just like we needed to teach our children how to walk, swim, and throw a ball, we need to teach them how to maneuver kindly online. This book will help you do just that.

    The freedom to explore and exchange - whether it's goods, ideas or people - has led to stunning achievements in science, technology and culture. As a result, we live at a time of unprecedented wealth and opportunity. So why are we so intent on ruining it? From Stone Age hunter-gatherers to contemporary Chinese-American relations, Open explores how across time and cultures, we have struggled with a constant tension between our yearning for co-operation and our profound need for belonging. Providing a bold new framework for understanding human history, bestselling author and thinker Johan Norberg examines why we're often uncomfortable with openness - but also why it is essential for progress. Part sweeping history and part polemic, this urgent book makes a compelling case for why an open world with an open economy is worth fighting for more than ever.

    We'll introduce you to various tips, tricks, patterns, code snippets, and techniques that we've picked up over the years.This book is great for:Beginners who have just finished the Django tutorial.Developers with intermediate knowledge of Django who want to improve their Django projects.

    Based on the award winning Bloodsugar101.com web site, this book explains what peer-reviewed research published in top medical journals has to say about: What is a normal blood sugar? How does diabetes develop? What really causes diabetes? What blood sugar levels cause complications? Must you deteriorate? What diet is right for you? How can you make that diet work? What medications are safe? What supplements lower blood sugar? Written in clear and understandable language, this book provides all the tools needed to understand how blood sugar works and achieve blood sugar health.

    On the other hand, if you're not well versed in the theory, you can fall into several traps. In SQL and Relational Theory, author C.J. Date demonstrates how you can apply relational theory directly to your use of SQL. With numerous examples and clear explanations of the reasoning behind them, you'll learn how to deal with common SQL dilemmas, such as:Should database access granted be through views instead of base tables? Nulls in your database are causing you to get wrong answers. Why? What can you do about it? Could you write an SQL query to find employees who have never been in the same department for more than six months at a time? SQL supports "quantified comparisons," but they're better avoided. Why? How do you avoid them? Constraints are crucially important, but most SQL products don't support them properly. What can you do to resolve this situation? Database theory and practice have evolved since Edgar Codd originally defined the relational model back in 1969. Independent of any SQL products, SQL and Relational Theory draws on decades of research to present the most up-to-date treatment of the material available anywhere. Anyone with a modest to advanced background in SQL will benefit from the many insights in this book.

    Through example code, this guide demonstrates how CoffeeScript abstracts JavaScript, providing syntactical sugar and preventing many common errors. You’ll learn CoffeeScript’s syntax and idioms step by step, from basic variables and functions to complex comprehensions and classes.Written by Alex MacCaw, author of JavaScript Web Applications (O’Reilly), with contributions from CoffeeScript creator Jeremy Ashkenas, this book quickly teaches you best practices for using this language—not just on the client side, but for server-side applications as well. It’s time to take a ride with the little language that could.Discover how CoffeeScript’s syntax differs from JavaScriptLearn about features such as array comprehensions, destructuring assignments, and classesExplore CoffeeScript idioms and compare them to their JavaScript counterpartsCompile CoffeeScript files in static sites with the Cake build systemUse CommonJS modules to structure and deploy CoffeeScript client-side applicationsExamine JavaScript’s bad parts—including features CoffeeScript was able to fix

    Why is this open-source tool so popular? Because it automates a tedious task: persisting your Java objects to a relational database. The inevitable mismatch between your object-oriented code and the relational database requires you to write code that maps one to the other. This code is often complex, tedious and costly to develop. Hibernate does the mapping for you.Not only that, Hibernate makes it easy. Positioned as a layer between your application and your database, Hibernate takes care of loading and saving of objects. Hibernate applications are cheaper, more portable, and more resilient to change. And they perform better than anything you are likely to develop yourself."Hibernate in Action" carefully explains the concepts you need, then gets you going. It builds on a single example to show you how to use Hibernate in practice, how to deal with concurrency and transactions, how to efficiently retrieve objects and use caching.The authors created Hibernate and they field questions from the Hibernate community every day-they know how to make Hibernate sing. Knowledge and insight seep out of every pore of this book."What's Inside"- ORM concepts- Getting started- Many real-world tasks- The Hibernate application development process

    Then add the finishing touches to your models with plants, traffic lights, scaffolding, and park benches. Snap together a few houses, shops, and apartment buildings to create your own neighborhood!Inside you'll find: -Complete, step-by-step instructions for four multistory buildings-Dozens of inspiring ideas to use in your own models-Mini builds for a recliner, old-time lamp post, traffic light, and more-A gallery of the authors' designsFor ages 10+

    Silence on the Wire uncovers these silent attacks so that system administrators can defend against them, as well as better understand and monitor their systems.Silence on the Wire dissects several unique and fascinating security and privacy problems associated with the technologies and protocols used in everyday computing, and shows how to use this knowledge to learn more about others or to better defend systems. By taking an indepth look at modern computing, from hardware on up, the book helps the system administrator to better understand security issues, and to approach networking from a new, more creative perspective. The sys admin can apply this knowledge to network monitoring, policy enforcement, evidence analysis, IDS, honeypots, firewalls, and forensics.