This book focuses on practical algorithms that have been used to solve key problems in data mining and which can be used on even the largest datasets. It begins with a discussion of the map-reduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream processing algorithms for mining data that arrives too fast for exhaustive processing. The PageRank idea and related tricks for organizing the Web are covered next. Other chapters cover the problems of finding frequent itemsets and clustering. The final chapters cover two applications: recommendation systems and Web advertising, each vital in e-commerce. Written by two authorities in database and Web technologies, this book is essential reading for students and practitioners alike.

    The vision behind Clojure is of a radically simple language framework holding together a sophisticated collection of programming features. Learning Clojure involves much more than just learning the mechanics of the language. To really get Clojure you need to understand the ideas underlying this structure of framework and features. You need this book: an accessible introduction to Clojure that focuses on the ideas behind the language as well as the practical details of writing code.

     AWS has been the frontrunner in cloud computing products and services, and the AWS Certified Solutions Architect Official Study Guide for the Associate exam will get you fully prepared through expert content, and real-world knowledge, key exam essentials, chapter review questions, access to Sybex’s interactive online learning environment, and much more. This official study guide, written by AWS experts, covers exam concepts, and provides key review on exam topics, including: Mapping Multi-Tier Architectures to AWS Services, such as web/app servers, firewalls, caches and load balancers Understanding managed RDBMS through AWS RDS (MySQL, Oracle, SQL Server, Postgres, Aurora) Understanding Loose Coupling and Stateless Systems Comparing Different Consistency Models in AWS Services Understanding how AWS CloudFront can make your application more cost efficient, faster and secure Implementing Route tables, Access Control Lists, Firewalls, NAT, and DNS Applying AWS Security Features along with traditional Information and Application Security Using Compute, Networking, Storage, and Database AWS services Architecting Large Scale Distributed Systems Understanding of Elasticity and Scalability Concepts Understanding of Network Technologies Relating to AWS Deploying and Managing Services with tools such as CloudFormation, OpsWorks and Elastic Beanstalk. Learn from the AWS subject-matter experts, review with proven study tools, and apply real-world scenarios. If you are looking to take the AWS Certified Solutions Architect Associate exam, this guide is what you need for comprehensive content and robust study tools that will help you gain the edge on exam day and throughout your career.

    Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

    Introducing students to the many facets of neural networks, this text provides many case studies to illustrate their real-life, practical applications.

    It is also about Python. However, there is much more. The study of algorithms and data structures is central to understanding what computer science is all about. Learning computer science is not unlike learning any other type of difficult subject matter. The only way to be successful is through deliberate and incremental exposure to the fundamental ideas. A beginning computer scientist needs practice so that there is a thorough understanding before continuing on to the more complex parts of the curriculum. In addition, a beginner needs to be given the opportunity to be successful and gain confidence. This textbook is designed to serve as a text for a first course on data structures and algorithms, typically taught as the second course in the computer science curriculum. Even though the second course is considered more advanced than the first course, this book assumes you are beginners at this level. You may still be struggling with some of the basic ideas and skills from a first computer science course and yet be ready to further explore the discipline and continue to practice problem solving. We cover abstract data types and data structures, writing algorithms, and solving problems. We look at a number of data structures and solve classic problems that arise. The tools and techniques that you learn here will be applied over and over as you continue your study of computer science.

    Most important, it provides a wealth of examples for readers to model for everything from online journal articles to supplemental data sets and measurement instruments to books, videos, apps, websites, podcasts, blog posts, and social media. Approximately 70 examples are provided for readers to consider as they learn how to create reliable references for electronic sources.Students and other writers will find this guide indispensable as well as convenient to download and use when creating a reference list.

    The ship contains an experimental quantum device, lost while en route to a research colony on Europa. On Earth, powerful corporate forces are moving to resume unrestricted, inter-AI communications, their objective being to gain complete dominion over the colonized solar system. But the outer worlds are mobilizing to prevent them from achieving their objective, a fight back which is being led by Solomon, a sentient quantum intelligence (QI), also on Europa. However, once word of the crew’s discovery gets out, they soon realize that ownership of this technology could fundamentally change the balance of power within the solar system, and they now find themselves at the very nexus of a system-wide conflict. Their fight for survival plays out across the solar system, from the mining outposts of the asteroid belt to the moons of Jupiter and Saturn, and from the great Martian city of Jezero to the irradiated wastelands on Earth. This is an epic tale of humanity’s struggle for survival and meaning in a time when artificial intelligence has finally out-paced our own ability to control it. About The Belt: The story is set a century or so into the future where humanity has colonized most of the inner solar system. The asteroid belt (The Belt) is now a hive of mining activity and ships ply the trade routes to Earth and Mars. The technology depicted, for the most part, is what I consider to be technically plausible, although I do stretch it a little with quantum entanglement. That said, you won’t need a calculator or a slide-rule to enjoy the story.

    Can you imagine Draupadi in a Brothel house? How did she end there and who is responsible for that? Read this short story to meet her and know about her life.

    

    Fishing, swimming, golf, tennis. Seems like the ideal location for a former secret agent posing as a retired police officer and part-time private investigator. Until people start disappearing. Suggested reading order for the Nicholas Colt series: COLT LADY 52 POCKET-47 CROSSCUT SNUFF TAG 9 KEY DEATH BLOOD TATTOO SYCAMORE BLUFF THE JACK REACHER FILES: FUGITIVE THE JACK REACHER FILES: VELOCITY (Novella) THE BLOOD NOTEBOOKS Note: Although published at a later date, the events in COLT and LADY 52 precede those in Jude Hardin's debut thriller POCKET-47. All of the books listed work as stand-alone thrillers, depending on reader preference. Nicholas Colt also appears in several short stories, including the one titled RATTLED and the one titled RACKED. Praise for Jude Hardin’s Thrillers: POCKET-47 sucked me in and held me enthralled. Author Jude Hardin keeps the pace frantic, the thrills non-stop, but best of all is his hero, the wonderfully ironic Nicholas Colt. This is a character I'm eager to follow through many adventures to come. —Tess Gerritsen, New York Times bestselling author of ICE COLD. The best PI debut I've read in years, fit to share shelf space with the best of Ross Macdonald, Sue Grafton, and Robert B. Parker. POCKET-47 is so hot you may burn your hands reading. Highly recommended. —J.A. Konrath, author of the Jack Daniels mysteries Hardin gets everything right in his powerhouse thriller debut, which introduces rock star–turned–PI Nicholas Colt. —Publishers Weekly on POCKET-47 KEY DEATH is an exhilarating thriller that punches way above its weight. It hits you hard and fast with crackling suspense, hair-raising twists and stunning revelations. Word of advice: don't start on this one unless you're prepared to stay up all night. —John Ling, author of THE BLASPHEMER Colt is a physical, no-holds-barred PI, reminiscent of Robert B. Parker's Spenser and Lee Child's Jack Reacher, and his debut is action-packed. With a hefty toll of dead bodies, some described in cringe-inducing detail, this is crime fiction at its rawest. Hard-boiled connoisseurs should make Colt's acquaintance now. —Booklist on POCKET-47 With CROSSCUT, Jude Hardin takes the PI novel and psychological suspense to a new, unrestrained level. Fast, fierce, and relentless. —David Morrell, New York Times bestselling creator of Rambo

    This book features activites, quizzes, stories, crafts and key informations about the characters and world of Ever After High.

    She's the Chief of Staff at a retirement home, which doesn't sound odd on its own, but when you consider it's a retirement home for witches and other paranormals, the strange factor ratchets up.  And, with a facility full of partly senile but still powerful witches, things go hilariously awry fast. This e-book contains the first three books in the Sunnyside Retired Witches Community series. Book 1: A Bottle Full of Djinn: Zoey Rivers has a pretty great job as Head of Staff at Sunnyside Retired Witches Community. She's good at handling the magical messes that are part and parcel of providing a home for elderly (and some slightly senile) witches. But when the messes turn from slightly sloppy to hugely horrible, Zoey realizes there's more involved than just her residents. If she doesn't figure out who's causing havoc at the Home, the place might not be standing for much longer. If you love crime capers with magic, mayhem, and mystery, you'll adore Zoey Rivers and her comical crew of witch retirees. Please note: This book is a crime caper, not a murder mystery. Book 2: Loony Town: Caring for elderly witches at the retirement home in Sunnyside, California is a full-time job for Zoey Rivers. But when one of them is blitzing, causing magic to act even weirder than normal, things get…well, downright wacky. And when a local insurance agent winds up dead, some of the people Zoey is responsible for become the prime suspects. As the zaniness of the magical blips continues and things get crazier and crazier, Zoey has to work fast and try to stay one step ahead to keep her charges out of jail, figure out who is causing the chaotic blitzing so she can fix it, and also figure out who the real killer is. It’s a tough job, but she's determined to do it. The people who live at Sunnyside Retired Witches Community are counting on her. And she’s not about to let them down now. Book 3: Mummy Issues: Sunnyside Retirement Witches Community gets its fair share of visitors. Some of them like the entertainment and others enjoy volunteering. But when one of the sight-seers ends up dead, Zoey Rivers has to figure out what happened. The residents come up with a fantastic idea: Since the retirement complex seems to have more than its fair share of murders, they figure it might be a good idea to have a psychic on staff. So, Zoey hires Iris. And all the information she pulls from the ghosts of the growing list of victims points to Zoey herself. Except the clues aren't pointing to her. They're fingering someone she'd thought was long dead.Sunnyside Retirement Witches Community gets its fair share of visitors. Some of them like the entertainment and others enjoy volunteering. But when one of the sight-seers ends up dead, Zoey Rivers has to figure out what happened. The residents come up with a fantastic idea: Since the retirement complex seems to have more than its fair share of murders, they figure it might be a good idea to have a psychic on staff. So, Zoey hires Iris. And all the information she pulls from the ghosts of the growing list of victims points to Zoey herself. Except the clues aren't pointing to her. They're fingering someone she'd thought was long dead.

    The paper, published in 1950 in Mind, was the first to introduce his concept of what is now known as the Turing test to the general public.Published in Mind 49: page 433-460.(Source: Wikipedia)

    She claimed the police had inserted a stick inside her… Swaranpreet realised that she had been cruelly violated; He spoke a single sentence but repeated it twice in chaste Punjabi: ‘Please give me a turban? I want nothing else…’ These are voices begging for deliverance in the aftermath of Indira Gandhi’s assassination in October-November 1984 in which 2,733 Sikhs were killed, burnt and exterminated by lumpens in the country. Nilanjan Mukhopadhyay walks us through one of the most shameful episodes of sectarian violence in post Independent India and highlights the apathy of subsequent governments towards Sikhs who paid a price for what was clearly a state-sponsored riot. Poignant, raw and most importantly, macabre, the personal histories in the book reveal how even after three decades, a community continues to battle for its identity in its own country.