With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."-- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."-- Tim Wolters, CTO, Collective Intellect

    5,000 Words Per Hour also has a companion app available for iPhone, iPad and iPod touch! The fastest way to succeed as an author is to write more books. How do you do that with a day job, family, school or all your other time commitments? The secret is efficiency. 5K WPH will help you maximize your writing time by building effective habits that both measure and increase your writing speed. - Create an effective writing habit - Track and improve your Words Per Hour - Stop the endless editing and tinkering so you can finish your draft - Use voice dictation software to dramatically increase words per hour. It’s time to shift your writing into high gear.

    The calculus is not a hard subject and I prove this through an easy to read and obvious approach spanning only 100 pages. I have written this book with the following type of student in mind; the non-traditional student returning to college after a long break, a notoriously weak student in math who just needs to get past calculus to obtain a degree, and the garage tinkerer who wishes to understand a little more about the technical subjects. This book is meant to address the many fundamental thought-blocks that keep the average 'mathaphobe' (or just an interested person who doesn't have the time to enroll in a course) from excelling in mathematics in a clear and concise manner. It is my sincerest hope that this book helps you with your needs.Show more Show less

    This work brings to life thousands of years of history, tracing India's evolution before contact with modern Europe was established: its prehistoric beginnings; the great cities of the Indus civilization; the emergence of mighty dynasties such as the Mauryas, Guptas, and Cholas; the teachings of the Buddha; the creation of heroic epics such as the Mahabharata and the Ramayana; and the creation of regional cultures. Thapar introduces figures from the remarkable visionary ruler Ashoka to other less exemplary figures. In exploring subjects as diverse as marriage, class, art, erotica, and astronomy, Thapar provides an incomparably vivid and nuanced picture of India. Above all, she shows the rich mosaic of diverse kingdoms, landscapes, languages, and beliefs.

    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 latest book in the series was written especially for boys ages 8-14, to teach them the basic skills every young man should have and every young man's mother and grandmother want him to have. Among the topics covered in this book are how to shake hands, how to make an introduction, what to do when you sneeze or cough, and how to use a napkin. It is written in a style that will appeal to young men of that age.

    Managerial decision making is the underlying theme, topics and applications are presented and organized in a manner that allow students to understand business research topics and functions.

    This book examines the huge scope of mathematical areas explored and developed by Euler, which includes number theory, combinatorics, geometry, complex variables and many more. The information known to Euler over 300 years ago is discussed, and many of his advances are reconstructed. Readers will be left in no doubt about the brilliance and pervasive influence of Euler's work.

    Between their children’s educational needs; their roles as spouse, parent, and more; and their own individual desires and goals, these mothers and fathers struggle to accomplish all that must be done. In Help for the Harried Homeschooler, experienced homeschooler, author, and mother of four Christine Field offers sound advice for parents who want not only to achieve homeschooling success but also to reach a balance in their lives.

    Through in-depth interviews and discussions, the common attributes of these elite project managers—from character and beliefs to organizational approaches—are uncovered and help to explain their achievements. Painstakingly researched, this guide offers key insights by providing multiple perspectives on the character makeup of the world’s most successful project managers.

     Brush up on your Spanish, improve your reading and listening skills, and make learning new vocabulary so much easier with 11 fun and engaging Spanish stories. Reading and listening to short stories is an effective and enjoyable method to learning Spanish. The audio is FREE! For those of you who can’t just slip away from life, travel to Spain and immerse yourself in the language in order to learn it, this is your solution! Reading and listening to native-spoken Spanish stories is the next best thing. You have at your fingertips the written word AND its accompanying audio recording that allows you to: Gain a greater vocabulary that you can use immediately, every day. You will add 1,500+ Spanish words and expressions to your repertoire through the encounter of descriptive sentences and casual conversations woven throughout the stories. Sharpen your comprehension of the spoken word by listening to a native Spanish speaker. Learn how to pronounce Spanish words properly by comparing the written word to the audio recording. Familiarize yourself with a wide range of grammar structures and put them to use today. Avoid the monotonous task of memorizing grammar rules. How awesome is that?! Recommended for beginning and intermediate level Spanish learners. The stories are written for new Spanish learners. However, a basic understanding of Spanish is highly recommended to achieve maximum enjoyment and effectiveness of the lessons. This program is perfect for those who want to brush up on their Spanish language skills. How will this book improve your Spanish language skills: Each story is recorded by a professional. The speaker speaks slowly to help beginners improve their pronunciation. You receive 2 hours of MP3 audio recording! There is no need for a separate dictionary. Each story is broken down with a Spanish and English glossary that introduces you to the words and phrases you might not understand.Any Spanish to English translations needed to understand the stories are included in a mini dictionary, perfect for Kindle. A vocabulary recap at the end of each chapter allows you to review what you have read and listened to so you don’t forget the essential words and expressions taught throughout the lesson. All stories are written using vocabulary that you could easily use in your day-to-day conversations. With these 11 great Spanish short stories and the accompanying audio you can start improving your Spanish today!

    But unless you were raised a Mormon, you probably don't have a clear picture of LDS beliefs and practices. Covering everything from Joseph Smith and the Book of Mormon to tithing and family home evening, this friendly guide will get you up to speed in no time. Discover: * How the LDS Church differs from other Christian churches * What Mormons believe * What happens in Mormon temples and meetinghouses * The history of the LDS Church * LDS debates on race, women, and polygamy

    These include applications drawn from important new areas of technology such as optical fibers, radome design, satellite communication, and microstrip lines. There is also added coverage of several new topics, including Hall effect, radar equation and scattering cross section, transients in transmission lines, waveguides and circular cavity resonators, wave propagation in the ionosphere, and helical antennas. New exercises, new problems, and many worked-out examples make this complex material more accessible to students.

    He did, however, like to eat! Key Features -Photo with every recipe -No weighing scales - minimum utensils needed - difficulty star rating - sample menus and shopping lists

    Generating cataclysmic volcanic eruptions and large earthquakes, the hotspot helped lift the Yellowstone Plateau to more than 7,000 feet and pushed the northern Rockies to new heights, forming unusually large glaciers to carve the landscape. It also created the jewel of the U.S. national park system: Yellowstone. Meanwhile, forces stretching apart the western U.S. created the mountainous glory of Grand Teton National Park. These two parks, with their majestic mountains, dazzling geysers, and picturesque hot springs, are windows into the Earth's interior, revealing the violent power of the dynamic processes within. Smith and Siegel offer expert guidance through this awe-inspiring terrain, bringing to life the grandeur of these geologic phenomena as they reveal the forces that have shaped--and continue to shape--the greater Yellowstone-Teton region. Over seventy illustrations--including fifty-two in full color--illuminate the breathtaking beauty of the landscape, while two final chapters provide driving tours of the parks to help visitors enjoy and understand the regions wonders. Fascinating and informative, this book affords us a striking new perspective on Earth's creative forces.