But in spirit, the title is apt, as the book does cover a much broader range of topics than a typical introductory book on mathematical statistics. This book is for people who want to learn probability and statistics quickly. It is suitable for graduate or advanced undergraduate students in computer science, mathematics, statistics, and related disciplines. The book includes modern topics like nonparametric curve estimation, bootstrapping, and clas- sification, topics that are usually relegated to follow-up courses. The reader is presumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. Statistics, data mining, and machine learning are all concerned with collecting and analyzing data. For some time, statistics research was con- ducted in statistics departments while data mining and machine learning re- search was conducted in computer science departments. Statisticians thought that computer scientists were reinventing the wheel. Computer scientists thought that statistical theory didn't apply to their problems. Things are changing. Statisticians now recognize that computer scientists are making novel contributions while computer scientists now recognize the generality of statistical theory and methodology. Clever data mining algo- rithms are more scalable than statisticians ever thought possible. Formal sta- tistical theory is more pervasive than computer scientists had realized.

    This guide also teaches you safe and practical ways to scale applications through replication, load balancing, high availability, and failover. Updated to reflect recent advances in MySQL and InnoDB performance, features, and tools, this third edition not only offers specific examples of how MySQL works, it also teaches you why this system works as it does, with illustrative stories and case studies that demonstrate MySQL’s principles in action. With this book, you’ll learn how to think in MySQL. Learn the effects of new features in MySQL 5.5, including stored procedures, partitioned databases, triggers, and views Implement improvements in replication, high availability, and clustering Achieve high performance when running MySQL in the cloud Optimize advanced querying features, such as full-text searches Take advantage of modern multi-core CPUs and solid-state disks Explore backup and recovery strategies—including new tools for hot online backups

    Although its remarkable capabilities have made Ruby on Rails one of the world’s most popular web development frameworks, it can be challenging to learn and use. Ruby on Rails™ 3 Tutorial is the solution. Leading Rails developer Michael Hartl teaches Rails 3 by guiding you through the development of your own complete sample application using the latest techniques in Rails web development.Drawing on his experience building RailsSpace, Insoshi, and other sophisticated Rails applications, Hartl illuminates all facets of design and implementation—including powerful new techniques that simplify and accelerate development.You’ll find integrated tutorials not only for Rails, but also for the essential Ruby, HTML, CSS, JavaScript, and SQL skills you’ll need when developing web applications. Hartl explains how each new technique solves a real-world problem, and he demonstrates this with bite-sized code that’s simple enough to understand, yet novel enough to be useful. Whatever your previous web development experience, this book will guide you to true Rails mastery.This book will help you Install and set up your Rails development environment Go beyond generated code to truly understand how to build Rails applications from scratch Learn Test Driven Development (TDD) with RSpec Effectively use the Model-View-Controller (MVC) pattern Structure applications using the REST architecture Build static pages and transform them into dynamic ones Master the Ruby programming skills all Rails developers need Define high-quality site layouts and data models Implement registration and authentication systems, including validation and secure passwords Update, display, and delete users Add social features and microblogging, including an introduction to Ajax Record version changes with Git and share code at GitHub Simplify application deployment with Heroku

    Craig Canapari became a father, he realized that all his years of 36-hour hospital shifts didn't even come close to preparing him for the sleep deprivation that comes with parenthood. The difference is that parents don’t get a break—it’s hard to know if there’s a night of uninterrupted sleep anywhere in the foreseeable future. Sleepless nights for kids mean sleepless nights for the rest of the family—and a grumpy group around the breakfast table in the morning.   In It's Never Too Late to Sleep Train, Canapari helps parents harness the power of habit to chart a clear path to high-quality sleep for their children. The result is a streamlined two-step sleep training plan that focuses on cues and consequences, the two elements that shape all habits and that take on special importance when it comes to kids’ bedtime routines.   Dr. Canapari distills years of clinical research and experience to make sleep training simple and stress-free. Even if you’ve been told that you’ve missed the optimal "window" for sleep training, Dr. Canapari is here to prove that it's never too late, whether your child is 6 months or 6 years old. He's on your side in the battle against bedtime, and with his advice, parents and children alike can expect a lifetime of healthy sleep.

    It aims to help you to take the plunge to realize your potential, so that you do not have to remain stuck in a social and lifestyle rut as if there is no alternative.

    In this practical guide, author Amir Shevat shows you how to design and build great conversational experiences and delightful bots that makes people s life more fun and productive.You ll explore several real-world bot examples to understand what works and what doesn t, and learn practical design patterns for your own bot-building toolbox. This book is ideal for beginners and intermediate designers, as well as senior professionals exploring the conversational user experience paradigm. No coding experience or prior knowledge of conversational UI is required.Learn what bots are, and understand bot types and major components that compose a botExplore different use-cases of bots and best practices around these use casesExamine real-life examples and learn from their experienceUnderstand the bot anatomy (Onboarding, Notifications, Conversations, Advance UI controls) and their associated design patternsPrototype your own first bot and experiment with user feedback"

    Controlling a class isn't something that comes naturally to everyone - but it can be learned.This no-nonsense guide tells teachers what the teacher training didn't, and offers instant strategies for dealing with the most common, and extreme, classroom scenarios.Using his experiences of teaching in inner-city schools, as Behaviour Guru on the TES advice forum and working as a nightclub bouncer, Tom Bennett helps teachers, old and new, to assert their authority in the classroom.

    Assuming no prior knowledge of C, this introductory-level book demonstrates and explains how to write useful and marketable programs in Turbo C on the IBM PC, XT, AT, and PC/Z computers.

    Xamarin.Forms lets you write shared user-interface code in C# and XAML that maps to native controls on these three platforms.

    Weinberg adds new insights and highlights the similarities and differences between now and then. Using a conversational style that invites the reader to join him, Weinberg reunites with some of his most insightful writings on the human side of software engineering.Topics include egoless programming, intelligence, psychological measurement, personality factors, motivation, training, social problems on large projects, problem-solving ability, programming language design, team formation, the programming environment, and much more.Dorset House Publishing is proud to make this important text available to new generations of programmers -- and to encourage readers of the first edition to return to its valuable lessons.

    It is for everyone who cares about education in an uncertain world and explains how teachers, parents and grandparents can cultivate confidence, curiosity, collaboration, communication, creativity, commitment and craftsmanship in children, at the same time as helping them to do well in public examinations. Educating Ruby shows, unequivocally, that schools can get the right results in the right way, so that the Rubys of tomorrow will emerge from their time at school able to talk with honest pleasure and reflective optimism about their schooling. Featuring the views of schoolchildren, parents, educators and employers and drawing on Guy Claxton and Bill Lucas’ years of experience in education, including their work with Building Learning Power and the Expansive Education Network, this powerful new book is sure to provoke thinking and debate. Just as Willy Russell’s Educating Rita helped us rethink university, the authors of Educating Ruby invite fresh scrutiny of our schools.

    

    Willingham on educational neuroscience? Written for busy teachers, trainers, managers and students, this dip-in dip-out guide makes theories of learning accessible and practical. It explores over 100 classic and contemporary learning theorists in an easy-to-use, bite-sized format with clear relevant illustrations on how each theory will benefit your teaching and learning.Each model or theory is explained in less than 350 words, many with accompanying diagrams, and the 'how to use it' sections, in less than 500 words. Every entry includes:Do it steps in order to apply the theory or modelReflection points & challenges to develop your understanding of how to apply itAnalogies & metaphors from which understanding and meaning can be drawnTips for the classroomFurther reading if you want to explore a theory in greater depth. More titles by Bob Bates: Educational Leadership Simplified A Quick Guide to Special Needs and Disabilities

    Many students are bored and disengaged Teachers are handcuffed by outdated textbooks, standardized curriculum, and disinterested students. What if you could solve these problems immediately and excite even your most reluctant learners daily? Read it Today and Engage tomorrow! 33-year veteran teacher, author, presenter, and engagement guru James Alan Sturtevant makes it easy, with incredible teacher tips and tools for both the veteran and student teacher--50 engagement tools that you can begin using right now, with no special training or boring professional development. Easily rebrand your class and connect with all students Are you the teacher students "hate"? Do kids groan when they walk into your classroom? Engaging learners is all about connecting and making education fun. With Sturtevant's education tips and creative teaching tools, students will rebrand you and your class as their favorites. Best of all, they'll engage with every lesson you teach, every single day! 50 Tips and Tools Unlike other education books that weigh you down with archaic research and impossible-to-implement strategies, Hacking Engagement, the 7th book in the popular Hack Learning Series, provides 50 unique, exciting, and actionable tips and tools that you can apply right now. And there's something here for every teacher--no matter what grade or subject you teach. Try one of these amazing engagement strategies tomorrow: Engage the Enraged Create Celebrity Couple Nicknames Hash out a Hashtag Empower Students to Help You Uncover Your Biases Avoid the Great War on Yoga Pants Let Your Freak Flag Fly Become a Proponent of the Exponent Trade Blah, Blah, Blah for Zen Transform Your Class into a Focus Group Commit to Engagement Try at least one tip or tool now and witness an amazing transformation in your classroom and school. Are you ready to engage? Scroll up and grab your copy of Hacking Engagement now.