With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you through a single data problem, such as how to represent text or image data. Together, these examples illustrate the main principles of feature engineering.Rather than simply teach these principles, authors Alice Zheng and Amanda Casari focus on practical application with exercises throughout the book. The closing chapter brings everything together by tackling a real-world, structured dataset with several feature-engineering techniques. Python packages including numpy, Pandas, Scikit-learn, and Matplotlib are used in code examples.

    From the book, you learn why the field is important, both as a branch of engineering and as a science. If you are a computer scientist or an engineer, you will enjoy the book, because it provides a cornucopia of new ideas for representing knowledge, using knowledge, and building practical systems. If you are a psychologist, biologist, linguist, or philosopher, you will enjoy the book because it provides an exciting computational perspective on the mystery of intelligence. The Knowledge You Need This completely rewritten and updated edition of Artificial Intelligence reflects the revolutionary progress made since the previous edition was published. Part I is about representing knowledge and about reasoning methods that make use of knowledge. The material covered includes the semantic-net family of representations, describe and match, generate and test, means-ends analysis, problem reduction, basic search, optimal search, adversarial search, rule chaining, the rete algorithm, frame inheritance, topological sorting, constraint propagation, logic, truth

    Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.

    It is a great book, not just for beginning programmers, but also for computer users who would want to have an idea what is happening behind the scenes as they work with various computer programs. In this book, you are going to learn what the C programming language entails, how to write conditions, expressions, statements and even commands, for the language to perform its functions efficiently. You will learn too how to organize relevant expressions so that after compilation and execution, the computer returns useful results and not error messages. Additionally, this book details the data types that you need for the C language and how to present it as well. Simply put, this is a book for programmers, learners taking other computer courses, and other computer users who would like to be versed with the workings of the most popular computer language, C. In this book You'll learn: What Is The C Language? Setting Up Your Local Environment The C Structure and Data Type C Constants and Literals C Storage Classes Making Decisions In C The Role Of Loops In C Programming Functions in C Programming Structures and Union in C Bit Fields and Typedef Within C. C Header Files and Type Casting Benefits Of Using The C Language ...and much more!! Download your copy today! click the BUY button and download it right now!

    Every complete program uses a consistent style, and as programs are analyzed, styles and standards are further explained. Whenever possible, the authors develop the principle of a subject before they introduce the language implementation so the student understands the concept before dealing with the nuances of C++. In addition, a vast array of figures and tables visually reinforce key concepts. By integrating software engineering principles and encouraging the student to resist the temptation to immediately code, the text builds a solid foundation in problem solving.

    Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required. 0201157675B07092001

    This practical introduction illuminates new features and capabilities, with scenarios demonstrating how the platform can meet the needs of your business.Based on beta software, this book provides the early, high-level information you need to begin preparing now for deployment and management. Topics include:Virtualization and cloud solutions Availability Provisioning and storage management Security and scalability Infrastructure options Server administration

    The book's approach interweaves traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. The author stresses analysis of data, examines real problems with real data, and motivates the theory. The book's descriptive statistics, graphical displays, and realistic applications stand in strong contrast to traditional texts which are set in abstract settings.

    Author John Myles White shows you how this powerful class of algorithms can help you boost website traffic, convert visitors to customers, and increase many other measures of success.This is the first developer-focused book on bandit algorithms, which were previously described only in research papers. You’ll quickly learn the benefits of several simple algorithms—including the epsilon-Greedy, Softmax, and Upper Confidence Bound (UCB) algorithms—by working through code examples written in Python, which you can easily adapt for deployment on your own website.Learn the basics of A/B testing—and recognize when it’s better to use bandit algorithmsDevelop a unit testing framework for debugging bandit algorithmsGet additional code examples written in Julia, Ruby, and JavaScript with supplemental online materials

    Thus CHACHA CHAUDHARY was born in 1971.Tall and robust SABU, who is an inhabitant of planet Jupiter, gave Chaudhary an ideal company. A combination of wisdom and strength was formed to tackle any difficult task. It is said that " Chacha Chaudhary's brain works faster than a computer". Though both fight the criminals and tricksters, each episode ends with a touch of humour. The duo perform in lighter vein. The CHAUDHARY family consists of his wife Bini, a fat sharp tongue woman, Sabu, Rocket - the dog and Dag- Dag, an old truck who is half human- half machine. Chacha Chaudhary is the most popular Indian comics. More than 10 million readers enjoy this series regularly in newspapers and comic books in ten languages. A T.V. serial based on the comics has crossed 500 episodes and still continue to be telecast on premier channel "Sahara ONE".

    Having no interest in gold or fame, he had his fill of adventure before arriving in the untamed backdrop of the wild frontier. When he first set foot in Bozeman, Montana, trouble was the last thing he expected to find, but after the sudden attack of three notorious felons wanted by the law, he figured out that his stay there would not be a child's play, as he wished. As if that weren't enough, running low on bullets and cash will soon throw him on the mercy of a ruthless rancher, who has nearly complete control of the town. Will Smith finally take the risk to accept a tempting job offer from the vicious man?Rumors about Smith spread in town like wildfire, but little did he know that this crime was only the beginning of his perilous adventure. While riding on a rainy day, he rescues a helpless woman, trapped in a criminal's dirty hands. Smith will soon find out that she is Josephine Compton, the daughter of a powerful cattle baron, and he will take it upon himself to return her to the ranch. How will their unexpected encounter change their lives once and for all?Even though Josephine and Smith meet under the worst variety of circumstances, the attraction between them is impossible to deny. However, their love cannot flourish, as Smith's temporary stay in Bozeman will soon turn into a bloody undertaking without end. Will he manage to choose the right side and fight for good against evil? Or will they both be doomed to a dreadful fate?An action-packed story, featuring complex and fascinating characters, and twists and turns that will take your breath away. A must-read for fans of Western action and romance."A Wild Journey for Payback" is a historical adventure novel of approximately 60,000 words. No cliffhangers, only pure unadulterated action.

    Her people have fled. And Mitch Ayers is having a real bad day. Fifty years ago, our home was dying. We identified worlds that might be able to support human life. We built Ark Ships: huge colonization vessels carrying thousands of crew. And we set out, not knowing if we could make it to the other side of the blackness, or whether there would be anything there if we did. Mitch wasn't supposed to have to care about any of this. He was supposed to be happily dreaming in stasis for another twenty years. That's until he wakes up on the Ark Ship Nansen, three light years off course, staring right up at the barrel of a gun. All around him, he hears the screams of the dying. Terrorists are wiping out the Nansen's crew while they sleep, and he's the only one who can do a damn thing about it. But ain't that always the way. Mitch knows the Nansen's crew might be the only humans left in the universe. The problem is, he quickly learns that humans aren't alone in the stars. Aliens aren't just out there, they're everywhere. And the first one he meets tries to sink its teeth into his neck... Mitch is a long way from home, and it's not just the aliens he's up against. It's the traitors within his own crew. Now humanity's fate rests on his shoulders. So he'll have to think fast...

    

    She is always on the trail of atrocious criminals but when her ruse is almost uncovered, her world turns upside down and she is desperate to find someone to pull her out of the fire. Luckily for her, she will partner up with Willem Stron, a lionhearted man and passing gambler who will pose as Kyle. Together they will join forces on a risky mission to guard a passing stagecoach with precious cargo. When their lives are on the line, will Willem eventually win Daisy's trust, so that they both succeed on this highly challenging undertaking?While Daisy and Willem are planning the perilous ambush, a deep affection grows for one another. Day by day, their lifetime adventure brings them closer, but they both know that if they want to stay on course, they will need to set their happily ever after aside. While struggling to focus on their quest, the sudden appearance of a wanted poster with Willem's face causes yet another series of menacing threats. How will Daisy and Willem react to this unexpected turn of events? Will they ever escape from this living nightmare and have a chance at love?When the stagecoach becomes targeted by a vicious local bandit and his gang, the two bounty hunters will deal with endless challenges that block their way. Will the legendary duo manage to protect the secretive cargo, and live to tell the tale? Or will the forces of corruption and greed overtake them at long last?A pulse-pounding drama, which will make you turn the pages with bated breath until the very last word. A must-read for fans of Western action and romance.

    Pick up this book only if you want to be inspired to change the world’ —–KAPIL DEVA Delhi brat studying fashion design at Leeds College of Art decides to devote her final-year project to ‘women’s empowerment'. What begins as a one-off engagement with the lives of acid-attack survivors draws her back to India to shoot a documentary on their lives. Then, an effort to raise funds for one of the survivors catapults Ria Sharma into the corrosive, devastating world of acid attacks. Today, she runs the award-winning NGO Make Love Not Scars, which works with survivors to raise funds. This is the story of how, over the years, Ria slowly learnt to find her groove as a campaigner and crusader as well as counter death threats, ageism and sexism. Her own story is closely woven with the stories of the many women who have helped her grow from a fickle girl into a woman of substance. Peppered with humour and bubbling with wisdom, Make Love Not Scars is an unusual coming-of-age tale.