Work at your own pace through a series of lessons and practical exercises, and then assess your skills with practice tests on CD—featuring multiple, customizable testing options.Maximize your performance on the exam by learning how to:Create database objectsWork with dataModify dataTroubleshoot and optimize queriesYou also get an exam discount voucher—making this book an exceptional value and a great career investment.

    Packed with more than forty percent new and updated material, this edition shows business managers, marketing analysts, and data mining specialists how to harness fundamental data mining methods and techniques to solve common types of business problemsEach chapter covers a new data mining technique, and then shows readers how to apply the technique for improved marketing, sales, and customer supportThe authors build on their reputation for concise, clear, and practical explanations of complex concepts, making this book the perfect introduction to data miningMore advanced chapters cover such topics as how to prepare data for analysis and how to create the necessary infrastructure for data miningCovers core data mining techniques, including decision trees, neural networks, collaborative filtering, association rules, link analysis, clustering, and survival analysis

    Proceed step-by-step through five progressively more complex web applications: from a "Hello World" app all the way to a robust Newspaper app with a custom user model, complete user authentication flow, foreign key relationships, and more. Learn current best practices around class-based views, templates, urls, user authentication, testing, and deployment. The material is up-to-date with the latest versions of both Django (2.0) and Python (3.6). TABLE OF CONTENTS: * Introduction * Chapter 1: Initial Setup * Chapter 2: Hello World app * Chapter 3: Pages app * Chapter 4: Message Board app * Chapter 5: Blog app * Chapter 6: Forms * Chapter 7: User Accounts * Chapter 8: Custom User Model * Chapter 9: User Authentication * Chapter 10: Bootstrap * Chapter 11: Password Change and Reset * Chapter 12: Email * Chapter 13: Newspaper app * Chapter 14: Permissions and Authorizations * Chapter 15: Comments * Conclusion

    It includes rewritten and clarified proofs and derivations, as well as new topics such as Arnoldi iteration, and domain decomposition methods.

    Ryan has captivated audiences and left them sleepless and breathless since the series debuted in 2012. "Jason Bourne. Jack Ryan. Jack Bauer. Now Jack Noble. For fans of political intrigue, military mystery and conspiracy Jack Noble is a perfect fit." Now for a limited time, you can purchase the first three books in the Jack Noble series for over 50% off!NOBLE BEGINNINGS (JACK NOBLE #1) *** OVER 1000 5-STAR REVIEWS ***In March of 2002, while the eyes of the world focused on Afghanistan, Jack Noble finds himself on the outskirts of Baghdad, Iraq. A Marine in name only, Jack is on-loan to the CIA. Normally an integral part of the team, he finds that he is nothing more than a security detail in Iraq.Jack and his partner Bear have a run-in with four CIA special agents over the treatment of an Iraqi family. Within hours Jack and Bear are detained.All Jack wanted was to finish his enlistment and move on with his life. All he did was intervene and save a family from unwarranted violence at the hands of four CIA agents. But he soon discovers that he did far more than intervene. He has placed himself dead square in the middle of a conspiracy that reaches the highest levels of the U.S. government.This Jack Noble political thriller is not for the faint of heart!A DEADLY DISTANCE (JACK NOBLE #2) *** OVER 550 5-STAR REVIEWS ***Washington, D.C. Midday. A man waits at a bus stop, his intentions unknown. Two government operatives have been stalking him for days, waiting for him to make his move. Unexpectedly, the man takes off running and heads for a deserted warehouse.Jack Noble and his partner, Frank Skinner, believe the man to be part of a terrorist organization that is involved in smuggling drugs and guns and men into the country. But it turns out their plan involves far more export than import, and hits a lot closer to home.As the case in this explosive action thriller unfolds, the man behind it all reaches out to Jack with a simple message... 37 hours.THIN LINE (JACK NOBLE #3) *** OVER 275 5-STAR REVIEWS ***Thin Line is Ryan's latest thriller featuring former government assassin Jack Noble as he races from New York to Paris to Washington DC on the trail of a rogue agent marked for termination. When friends can no longer be trusted, and enemies must be, Jack is forced to make a decision that will compromise his integrity, conscience, and his life.These fast-paced thrillers by USA Today bestselling author L.T. Ryan will leave you burning through the pages as Jack Noble races to stop the conspiracy before it claims his life. Fans of Tom Clancy, Lee Child's Jack Reacher, Vince Flynn's Mitch Rapp, and Robert Ludlum's Jason Bourne will enjoy Jack Noble. The Jack Noble Series has been downloaded over 2,000,000 times! "Move over Jason Bourne there's a new hero in town, Jack Noble is here, period!" "Having just finished Noble Beginnings and being duly impressed, I feel I can now add L.T.Ryan to my list of favorite authors. Amongst them both Lee Child and Vince Flynn, as Jack Reacher and Mitch Rapp are similar and could certainly hold their own with a newcomer like Jack Noble.

    Thornton Duvall was orphaned at a young age, and he was taken in by a rancher. He’s been working on a cattle ranch all his life.He can read and write, but he’s not well-read. He’s a good man, one who would give the shirt off of his back to anyone who needs it.Despite the strong objections of his boss, Thornton says that it’s time he got married and puts out an ad seeking a mail order bride. He has always wanted a family of his own.Jane starts falling in love with a man that she’s never met before. But how could a city girl learn how to live on a ranch? Will she be able to break through the hardships of a ranch life for the sake of a stranger?Can two people coming from completely different worlds, put their disagreements and create the family they always wanted? Or, their stubbornness and the opinion of others will become a self-fulfilling prophecy for them?

    In fact, his main concern is "How long until the government finds me?" Now the owner of a Mobile Network Droid and enrolled as a beta-tester for a brand new extraterrestrial package delivery system, Zane Pendon and Rob, a self-aware advertising drone, have to navigate the intricacies of shopping at home while avoiding arousing any suspicion from the Solar Alliance of Independent Planets and the US government, both of which are very interested in recovering the wayward piece of technology. However, it won't be long before worlds collide and mankind meets alien life. But with their status as intergalactic fugitives, Zane and Rob have their work cut out for them trying to stay alive and under the radar. Can alien infomercials save the world? Of course not. But they just might save Zane and his family.

    An immediate and comprehensive answer source, rather than a diffuse tutorial, for serious programmers who want to see difficult material covered in depth without the fluff. Discusses XML, dynamic HTML, JavaScript, Java, and Perl CGI programming to create a full Web site programming package. Written by the author of several successful titles published by The Coriolis Group.

    Using AWS, you can develop applications quickly and then deploy them to a cloud environment that scales on demand. And with several AWS deployment services to choose from, you can create a deployment solution that gives you the right mix of automation and control. This documentation is offered for free here as a Kindle book, or you can read it online or in PDF format at http://docs.aws.amazon.com/gettingsta....

    This Box Set Includes 3 Books: Python Programming For Beginners - Learn The Basics Of Python In 7 Days! Python Programming For Intermediates - Learn The Basics Of Python In 7 Days! Python Programming For Advanced - Learn The Basics Of Python In 7 Days! Python Programming For Beginners - Learn The Basics Of Python In 7 Days! Here's what you'll learn from this book: ✓Introduction ✓Understanding Python: A Detailed Background ✓How Python Works ✓Python Glossary ✓How to Download and Install Python ✓Python Programming 101: Interacting With Python in Different Ways ✓How to Write Your First Python Program ✓Variables, Strings, Lists, Tuples, Dictionaries ✓About User-Defined Functions ✓How to Write User-Defined Functions in Python ✓About Coding Style ✓Practice Projects: The Python Projects for Your Practice Python Programming For Intermediates - Learn The Basics Of Python In 7 Days! Here's what you'll learn from this book: ✓ Shallow copy and deep copy ✓ Objects and classes in Python–including python inheritance, multiple inheritances, and so on ✓ Recursion in Python ✓ Debugging and testing ✓ Fibonacci sequence (definition) and Memoization in Python in Python ✓ Arguments in Python ✓ Namespaces in Python and Python Modules ✓ Simple Python projects for Intermediates Python Programming For Advanced - Learn The Basics Of Python In 7 Days! Here's what you'll learn from this book: ✓File management ✓Python Iterator ✓Python Generator ✓Regular Expressions ✓Python Closure ✓Python Property ✓Python Assert, and ✓Simple recap projects Start Coding Now!

    The world of golf is at a crossroads. As tech­nological innovations displace traditional philosophies, the golfing community has splintered into two deeply combative factions: the old-school teachers and players who believe in feel, artistry, and imagination, and the technical minded who want to remake the game around data. In Golf’s Holy War, Brett Cyrgalis takes readers inside the heated battle playing out from weekend hackers to PGA Tour pros. At the Titleist Performance Institute in Oceanside, California, golfers clad in full-body sensors target weaknesses in their biomechanics, while others take part in mental exercises designed to test their brain’s psychological resilience. Meanwhile, coaches like Michael Hebron purge golfers of all technical infor­mation, tapping into the power of intuitive physical learning by playing rudimentary games. From historic St. Andrews to manicured Augusta, experimental com­munes in California to corporatized conferences in Orlando, William James to Ben Hogan to theoretical physics, the factions of the spiritual and technical push to redefine the boundaries of the game. And yet what does it say that Tiger Woods has orchestrated one of the greatest comebacks in sports history without the aid of a formal coach? But Golf’s Holy War is more than just a book about golf—it’s a story about modern life and how we are torn between resisting and embracing the changes brought about by the advancements of science and technology. It’s also an exploration of historical legacies, the enriching bonds of education, and the many interpretations of reality.

    Digital technologies—with hardware, software, and networks at their core—will in the near future diagnose diseases more accurately than doctors can, apply enormous data sets to transform retailing, and accomplish many tasks once considered uniquely human.In The Second Machine Age MIT’s Erik Brynjolfsson and Andrew McAfee—two thinkers at the forefront of their field—reveal the forces driving the reinvention of our lives and our economy. As the full impact of digital technologies is felt, we will realize immense bounty in the form of dazzling personal technology, advanced infrastructure, and near-boundless access to the cultural items that enrich our lives.Amid this bounty will also be wrenching change. Professions of all kinds—from lawyers to truck drivers—will be forever upended. Companies will be forced to transform or die. Recent economic indicators reflect this shift: fewer people are working, and wages are falling even as productivity and profits soar.Drawing on years of research and up-to-the-minute trends, Brynjolfsson and McAfee identify the best strategies for survival and offer a new path to prosperity. These include revamping education so that it prepares people for the next economy instead of the last one, designing new collaborations that pair brute processing power with human ingenuity, and embracing policies that make sense in a radically transformed landscape.A fundamentally optimistic book, The Second Machine Age alters how we think about issues of technological, societal, and economic progress.

    Today, Stephen Hawking believes that AI “could spell the end of the human race.” At the very least, its development raises complicated moral issues with powerful real-world implications—for us and for our machines.In this volume, recording artist Brian Eno proposes that we’re already part of an AI: global civilization, or what TED curator Chris Anderson elsewhere calls the hive mind. And author Pamela McCorduck considers what drives us to pursue AI in the first place.On the existential threat posed by superintelligent machines, Steven Pinker questions the likelihood of a robot uprising. Douglas Coupland traces discomfort with human-programmed AI to deeper fears about what constitutes “humanness.” Martin Rees predicts the end of organic thinking, while Daniel C. Dennett explains why he believes the Singularity might be an urban legend.Provocative, enriching, and accessible, What to Think About Machines That Think may just be a practical guide to the not-so-distant future.

    It shows how causality has grown from a nebulous concept into a mathematical theory with significant applications in the fields of statistics, artificial intelligence, philosophy, cognitive science, and the health and social sciences. Pearl presents a unified account of the probabilistic, manipulative, counterfactual and structural approaches to causation, and devises simple mathematical tools for analyzing the relationships between causal connections, statistical associations, actions and observations. The book will open the way for including causal analysis in the standard curriculum of statistics, artifical intelligence, business, epidemiology, social science and economics. Students in these areas will find natural models, simple identification procedures, and precise mathematical definitions of causal concepts that traditional texts have tended to evade or make unduly complicated. This book will be of interest to professionals and students in a wide variety of fields. Anyone who wishes to elucidate meaningful relationships from data, predict effects of actions and policies, assess explanations of reported events, or form theories of causal understanding and causal speech will find this book stimulating and invaluable. Professor of Computer Science at the UCLA, Judea Pearl is the winner of the 2008 Benjamin Franklin Award in Computers and Cognitive Science.

    Following a cookbook-style Problem/Solution/Discussion format, this practical handbook builds on the foundational concepts of the Go language and introduces specific strategies you can use in your day-to-day applications. You'll learn techniques for building web services, using Go in the cloud, testing and debugging, routing, network applications, and much more.