However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

    Actions speak louder than words. The Confederation doesn’t think the Locusts are coming back.But what if the politicians are wrong?Snared in a scheme he doesn’t fully understand or trust, Jack gets his promotion, but it comes with a catch. With a crew of rejects, he must restore the most powerful warship humanity has ever built, after centuries of neglect and decay, before time runs out.If he fails, humanity might not need to worry about history repeating itself ever again.

    The three years have been quiet, filled with marital bliss and absolutely no murder. Without a mystery to solve, Gladie has grown bored, even as she has exceled as a matchmaker with more than a little psychic ability. Now, her Grandma Zelda has decided to expand the family business to wedding planning, and Gladie is going to be in charge of it. * Her first customer wants a wedding with all the trimmings, including an axe-throwing room, a tractor parade, and a longhorn bull instead of a limo to the ceremony. When one of the wedding party winds up dead, a freak accident is blamed. But Gladie’s murder antennae are up, and she’s determined to prove that it’s murder and bring the killer to justice. * Gored of the Rings is the first book in the Matchmaker Marriage Mysteries, the continuing adventures of Gladie Burger with all of the regular characters from the Matchmaker Mysteries. It’s perfect for fans of Miss Fortune, Stephanie Plum, and small-town, funny mysteries. * Matchmaker Marriage Mysteries…sometimes love comes with a few dead ends. * “Sax will make you laugh. Her larger-than-life characters jump off the page and make crazy seem like a fun place to hang out.”—New York Times bestselling author Christie Craig * “With quirky characters reminiscent of Janet Evanovich’s Stephanie Plum series and a small-town heroine redolent of Charlaine Harris’ Sookie Stackhouse” --RT Book Reviews

    Includes expert coverage of new topics: Turbocodes, Turboequalization, Antenna Arrays, Digital Cellular Systems, and Iterative Detection. Convenient, sequential organization begins with a look at the historyo and classification of channel models and builds from there.

    

    In this work, eminent pollster John Zogby uses literally thousands of polls conducted over the past five decades to reveal a new and developing American character, one that will influence everything from the politicians they vote for to the goods and services they buy to the way they conduct our daily lives.

    Covering various the materials needed by students in engineering, science, and mathematics, this calculus text makes effective use of computing technology, graphics, and applications. It presents at least two technology projects in each chapter.

    The new edition from Chopra includes many topics encompassing the theory of structural dynamics and the application of this theory regarding earthquake analysis, response, and design of structures. No prior knowledge of structural dynamics is assumed and the manner of presentation is sufficiently detailed and integrated, to make the book suitable for self-study by students and professional engineers.

    The salient features of the book are as follows: It exactly covers the prescribed syllabus. Nothing undesirable has been included and nothing essential has been left. Its approach is explanatory and language is lucid and communicable. The exposition of the subject matter is systematic and the students are better prepared to solve the problems. All fundamentals of the included topics are explained with a micro-analysis. Sufficient number of solved examples have been given to let the students understand the various skills necessary to solve the problems. These examples are well-graded. Unsolved exercises of multi-varieties have been given in a well-graded style. Attempting those on his own, will enable a student to create confidence and independence in him/her regarding the understanding of the subject. Daily life problems and practical applications have been incorporated in the body of the text. A large number of attractive and accurate figures have been drawn which enable a student to grasp the subject in an easier way. All the answers have been checked and verified. About The Author: N.P. Bali is a prolific author of over 100 books for degree and engineering students. He has been writing books for more than forty years. His books on the following topics are well known for their easy comprehension and lucid presentation: Algebra, Trigonometry, Differential Calculus, Integral Calculus, Real Analysis, Co-ordinate Geometry, Statics, Dynamics etc. Dr. Manish Goyal has been associated with

    This stirring book reveals how scientific discovery has altered our perception of who we are and where we stand, and challenges us to weigh what we will do with that knowledge. Photos, many in color.

    This new edition simplifies many of the steps involved in analysis by using the computer application Excel. Over 100 detailed example problems illustrate important fluid mechanics concepts: Approximately 1300 end-of-chapter problems are arranged by difficulty level and include many problems that are designed to be solved using Excel. The CD for the book includes: A Brief Review of Microsoft Excel and numerous Excel files for the example problems and for use in solving problems. The new edition includes an expanded discussion of pipe networks, and a new section on oblique shocks and expansion waves.

    Learn exactly what NFTs are, how they evolved, and why they have value.We'll delve into the different types and aspects of NFTs and discuss the different NFT marketplaces and the pros and cons of each.Create Your Own NFTs Step by step instructions on all aspects of NFT creation, including what types of content to use, where to source content, adding artistic design, writing the NFT's description, adding optional unlockable content and setting an optional ongoing royalty.Mint Your NFTs You'll learn the process of how to get your NFTs on the blockchain.Sell Your NFTs We'll go through the whole process including creating a collection, and the different options such as setting a price or starting an auction.Buy NFTs What you'll need to bid on and purchase NFTs, and how to avoid getting scammed. You'll also get a primer on blockchain, particularly the Ethereum cryptocurrency and "gas" fees. You'll also be shown step by step how to create, secure and fund your own cryptocurrency wallet, where you'll store your NFTs and cryptocurrency. Whether you're experienced with the blockchain and crypto or a complete noob (beginner), The NFT Handbook will guide you in the process of creating, minting, selling and buying NFTs.

    What if everything in life could be reduced to a simple formula? What if numbers were able to tell us which partners we were best matched with – not just in terms of attractiveness, but for a long-term committed marriage? Or if they could say which films would be the biggest hits at the box office, and what changes could be made to those films to make them even more successful? Or even who out of us is likely to commit certain crimes, and when? This may sound like the world of science-fiction, but in fact it is just the tip of the iceberg in a world that is increasingly ruled by complex algorithms and neural networks.In The Formula, Luke Dormehl takes you inside the world of numbers, asking how we came to believe in the all-conquering power of algorithms; introducing the mathematicians, artificial intelligence experts and Silicon Valley entrepreneurs who are shaping this brave new world, and ultimately asking how we survive in an era where numbers can sometimes seem to create as many problems as they solve.

    

    Each