This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.

    The book teaches a range of design and analysis techniques for problems that arise in computing applications. The text encourages an understanding of the algorithm design process and an appreciation of the role of algorithms in the broader field of computer science.

    Having just completed his masterpiece, The General Theory of Relativity—which provided a brand-new theory of gravity and promised a new perspective on the cosmos as a whole—he set out at once to share his excitement with as wide a public as possible in this popular and accessible book.Here published for the first time as a Penguin Classic, this edition of Relativity features a new introduction by bestselling science author Nigel Calder.

    Because of the way the book is organized, it may be used at a variety of levels of rigor. For example, if matrix algebra is used, theoretical exercises may be omitted. A CD of data sets is provided with the text.

    "Part motivation, part road map, this book will take you there." A no-nonsense, 7-step, guide using the power of habit for self-improvement, good health, confidence and happiness.If you're ready to leave behind old habits that have been weighing you down but don't know where to begin, The Habit Fix has a big, bright arrow that points to "START HERE".If you're serious about swapping a lifetime of unhealthy habits for good, healthy habits but can't see a clear path through, The Habit Fix will guide you.Simple, Go-To Habits That Work In Your Busy Life Our habits create the framework of our lives. Changing a lifetime of habits can seem overwhelming and time consuming, but this book offers quick, go-to habits that bring immediate change, a step at time. If you think your bad habits are deeply ingrained and too powerful to overcome, this book offers 7, simple new habits that show you deep habit change is possible. It targets 7 key areas life and offers 7 highly effective habits for personal growth that have brought profound improvement and success to thousands of people like you - keystone habits that help you on your way to a healthy habit lifestyle.Don't Break Old Habits, MAKE New Habits The Habit Fix is not loaded with idealistic principles and doesn't dwell on all you've done wrong in life. We hear enough of that already! It takes the focus off that tired, old tradition of analyzing your "bad" habits and lack of motivation. It's not about the arduous task of breaking old habits but instead, embracing fresh, new, keystone habits that dissolve the old habits naturally. With 7 new keystone habits, this book offers a positive approach that avoids the trap of negative self-judgement and taps into our natural confidence and healthy self-esteem.Ideas That Work, Put to Immediate PracticeThis is a pratical guide with specific, credible information for habit building for a healthy lifestyle that can be put to use right now. It's not filled with theories, poetry and feel-good platitudes. It has real, proven tactics for building healthy habits now and direct links to trustworthy, self-improvement techniques. These are healthy lifestyle tactics that are actually effective and not just marketed effectively. Start with 7 new keystone habits in this first book of The Habit Fix Series and build on them later with The Habit Fix 2: QUICKSTEP .Keeps You On Track To Your GoalsThis book will help you create habits that last but don't require a huge amount of time and brain power. It's for those seeking deeper evolution and a vibrant, healthy sense of well-being for life-permanent healthy lifestyle habits for REAL change.Begin Today!This book offers the best resources out there - proven methods of self-development and habit-building that motivate you to get started! The habits in this book are sensible, designed for immediate action and forged from the combined wisdom of many self-help, habit building books, personal growth and development blogs, healthy lifestyle diet and exercise programs, courses in mindfulness and motivation, health trainers and meditation groups, advice from doctors, therapists and healthy lifestyle practitioners.Grab your copy now!About The Author Eileen Rose Giadone is the author of the The Habit Fix Series which became an AMAZON BEST SELLER in its first week of publication. The Habit Fix 2: Quickstep and her first children's book, Natasha The Party Crasher are also available on Amazon.

    It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.

    In this newly revised edition, chapters have been rewritten to accommodate the impact of computer technology and the Internet, not only on the acquisition and analysis of data, but also on its organization and presentation. Alternatives to the use of radiation have been expanded, and figures and illustrations have been redrawn to reflect changes in laboratory equipment and procedures.

    Visually engaging, enticing and current examples with an overall focus on business.Legal Environment of Business and E-Commerce; Torts, Crimes, and Intellectual Property; Contracts and E-Commerce; Domestic and International Sales and Lease Contracts; Negotiable Instruments and E-Money; Credit, Secured Transactions, and Bankruptcy; Agency and Employment; Business Organizations and Ethics; Government Regulation; Property; Special Topics; Global EnvironmentMARKET Business Law continues its dedication to being the most engaging text for readers by featuring a visually appealing format with enticing and current examples while maintaining its focus on business.

    It is a bridge from the computational courses (such as calculus or differential equations) that students typically encounter in their first year of college to a more abstract outlook. It lays a foundation for more theoretical courses such as topology, analysis and abstract algebra. Although it may be more meaningful to the student who has had some calculus, there is really no prerequisite other than a measure of mathematical maturity. Topics include sets, logic, counting, methods of conditional and non-conditional proof, disproof, induction, relations, functions and infinite cardinality.

    In this fascinating book, Mario Livio tells the tale of a number at the heart of that mystery: phi, or 1.6180339887...This curious mathematical relationship, widely known as "The Golden Ratio," was discovered by Euclid more than two thousand years ago because of its crucial role in the construction of the pentagram, to which magical properties had been attributed. Since then it has shown a propensity to appear in the most astonishing variety of places, from mollusk shells, sunflower florets, and rose petals to the shape of the galaxy. Psychological studies have investigated whether the Golden Ratio is the most aesthetically pleasing proportion extant, and it has been asserted that the creators of the Pyramids and the Parthenon employed it. It is believed to feature in works of art from Leonardo da Vinci's Mona Lisa to Salvador Dali's The Sacrament of the Last Supper, and poets and composers have used it in their works. It has even been found to be connected to the behavior of the stock market!The Golden Ratio is a captivating journey through art and architecture, botany and biology, physics and mathematics. It tells the human story of numerous phi-fixated individuals, including the followers of Pythagoras who believed that this proportion revealed the hand of God; astronomer Johannes Kepler, who saw phi as the greatest treasure of geometry; such Renaissance thinkers as mathematician Leonardo Fibonacci of Pisa; and such masters of the modern world as Goethe, Cezanne, Bartok, and physicist Roger Penrose. Wherever his quest for the meaning of phi takes him, Mario Livio reveals the world as a place where order, beauty, and eternal mystery will always coexist.From the Hardcover edition.

    It’s time we stand face-to-digital-face with the true powers and limitations of the algorithms that already automate important decisions in healthcare, transportation, crime, and commerce. Hello World is indispensable preparation for the moral quandaries of a world run by code, and with the unfailingly entertaining Hannah Fry as our guide, we’ll be discussing these issues long after the last page is turned.

    Like earlier editions of the book, physical concepts are highlighted while also giving necessary attention to math-ematical techniques. Both theory and modeling are developed from simple beginnings so that they can be readily extended to new and complex situations. Beginning in Ch. 3, students are introduced to new concepts critical to analyzing power systems, including coverage of both balanced and unbalanced operating conditions. The authors incorporate new tools and material to aid students with design issues and reflect recent trends in the field. Each book now contains a CD with Power World software. This package is commonly used in industry and will enable students to analyze and simulate power systems. The authors use the software to extend, rather than replace, the fully worked examples provided in previous editions. In the new edition, each Power World Simulator example includes a fully worked hand solution of the problem along with a Power World Simulator case (except when the problem size makes it impractical). The new edition also contains updated case studies on recent trends in the Power Systems field, including coverage of deregulation, increased power demand, economics, and alternative sources of energy. These case studies are derived from real life situations.

    Best-selling author Lori Burke brings you 30 icebox cookie recipes that are fun to make and delicious to eat. If you love yummy, home-baked cookies then this is the book for you.

    Provides a review of introductory noncalculus-based physics for those who do not have a strong background in mathematics.

    The author's goal from the beginning has been to write a book that is accessible to undergraduate and consistently teachable. The emphasis in the book has always been on physics rather than formal mathematics. With each new edition, the author has attempted to add important new developments in the field without sacrificing the book's accessibility and teachability.