Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

    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 book teaches basic Artificial Intelligence algorithms such as dimensionality, distance metrics, clustering, error calculation, hill climbing, Nelder Mead, and linear regression. These are not just foundational algorithms for the rest of the series, but are very useful in their own right. The book explains all algorithms using actual numeric calculations that you can perform yourself. Artificial Intelligence for Humans is a book series meant to teach AI to those without an extensive mathematical background. The reader needs only a knowledge of basic college algebra or computer programming—anything more complicated than that is thoroughly explained. Every chapter also includes a programming example. Examples are currently provided in Java, C#, R, Python and C. Other languages planned.

    Star Schema: The Complete Reference offers in-depth coverage of design principles and their underlying rationales. Organized around design concepts and illustrated with detailed examples, this is a step-by-step guidebook for beginners and a comprehensive resource for experts.This all-inclusive volume begins with dimensional design fundamentals and shows how they fit into diverse data warehouse architectures, including those of W.H. Inmon and Ralph Kimball. The book progresses through a series of advanced techniques that help you address real-world complexity, maximize performance, and adapt to the requirements of BI and ETL software products. You are furnished with design tasks and deliverables that can be incorporated into any project, regardless of architecture or methodology.Master the fundamentals of star schema design and slow change processingIdentify situations that call for multiple stars or cubesEnsure compatibility across subject areas as your data warehouse growsAccommodate repeating attributes, recursive hierarchies, and poor data qualitySupport conflicting requirements for historic dataHandle variation within a business process and correlation of disparate activitiesBoost performance using derived schemas and aggregatesLearn when it's appropriate to adjust designs for BI and ETL tools

    In cultivating a deep understanding and appreciation of Objective-C, its frameworks and ecosystem, one is able to create apps that delight and inspire users. Combining articles from NSHipster.com with new essays, this book is the essential guide for modern iOS and Mac OS X developers.

    With this hands-on book, you’ll learn Flask from the ground up by developing a complete social blogging application step-by-step. Author Miguel Grinberg walks you through the framework’s core functionality, and shows you how to extend applications with advanced web techniques such as database migration and web service communication.Rather than impose development guidelines as other frameworks do, Flask leaves the business of extensions up to you. If you have Python experience, this book shows you how to take advantage of that creative freedom.- Learn Flask’s basic application structure and write an example app- Work with must-have components—templates, databases, web forms, and email support- Use packages and modules to structure a large application that scales- Implement user authentication, roles, and profiles- Build a blogging feature by reusing templates, paginating item lists, and working with rich text- Use a Flask-based RESTful API to expose app functionality to smartphones, tablets, and other third-party clients- Learn how to run unit tests and enhance application performance- Explore options for deploying your web app to a production server

    D.S. Malik is ideal for a one-semester course focused on data structures. Clearly written with the student in mind, this text focuses on Data Structures and includes advanced topics in C++ such as Linked Lists and the Standard Template Library (STL). This student-friendly text features abundant Programming Examples and extensive use of visual diagrams to reinforce difficult topics. Students will find Dr. Malik's use of complete programming code and clear display of syntax, explanation, and example easy to read and conducive to learning.

    Whether you work in emergency medicine, or just want to be prepared, this book will be your essential guide.Following the latest clinical guidelines and evidence, written and reviewed by experts, this handbook will ensure you are up-to-date and have the confidence to deal with all emergency presentations, practices, and procedures. Following the latest developments in the field, such as infection control, DNR orders, advanced directives and learning disability. The book also includes new sections specifically outlining patient advice and information, as well as new and revised vital information on paediatrics and psychiatry. For all junior doctors, specialist nurses, paramedics, clinical students, GPs and other allied health professionals, this rapid-reference handbook will become a vital companion for both study and practice.

    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.

    By using the Framework you will learn architectural best practices for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

    An endless struggle.Three hundred ships. Trapped. Relentlessly pursued by the genocidal Regent and its vast robot battlefleets.Terrence Compton is one of Earth's greatest admirals, a warrior almost without equal. He and his forces saved Earth from invasion by the cybernetic legions of the First Imperium's insane computer Regent. But now he and his fleet are far from home, lost and cut off, with nowhere to flee but deeper into the darkness of uncharted space.Compton and his fleet must find safety...and ultimately a new home. Their journey will take them deep into the heart of the First Imperium, to the silent, windswept worlds where the ancient race that built the Regent once dwelled...and uncover the lost secrets of its disappearance 500,000 years ago. And find a way to destroy the Regent, to rid the universe of the insane machine once and for all.Includes the full novels Into the Darkness, Shadows of the Gods, and Revenge of the Ancients.Crimson Worlds Refugees Reading OrderInto the Darkness (Book One) - part of this collectionShadows of the Gods (Book Two) - part of this collectionRevenge of the Ancients (Book Three) - part of this collectionWinds of Vengeance (Book Four)Storm of Vengeance (Book Five) - Coming 2017

    Peter* St. PaulCONTENTS:THE OLD TESTAMENT(Douay)THE PENTATEUCH BOOKSGenesisExodusLeviticusNumbersDeuteronomyTHE HISTORICAL BOOKSJoshuaJudgesRuth1 Samuel2 Samuel1 Kings2 Kings1 Chronicles2 ChroniclesEzraNehemiahTobitJudithEsther1 Maccabees2 MaccabeesBOOKS OF WISDOM AND POETRYJobPsalmsProverbsEcclesiastesSong of SolomonWisdom of SolomonSirach (Ecclesiasticus)THE PROPHETICAL BOOKSIsaiahJeremiahLamentationsBaruchEzekielDanielHoseaJoelAmosObadiahJonahMicahNahumHabakkukZephaniahHaggaiZachariahMalachiTHE NEW TESTAMENT(Rheims)GOSPEL BOOKSSt. MatthewSt. Mark St. Luke St. John HISTORICAL BOOKThe Acts ofthe Apostles PAULINE AND OTHER LETTERSRomans1 Corinthians 2 Corinthians GalatiansEphesiansPhilippiansColossians1 Thessalonians2 Thessalonians1 Timothy2 TimothyTitusPhilemonHebrewsCATHOLIC LETTERSJames1 Peter2 Peter1 John2 John3 JohnJudeAPOCALYPSE BOOKThe Apocalypse of St. John: (Also known as the Book of Revelation.)

    She hears planes flying overhead. A flyer warning of an impending assault by American bombers lands near her, but she is blind and cannot read it.Chapter 4Private Werner Pfennig wakes in the Hotel of Bees where his unit is billeted in Saint-Malo. A corporal orders him to go to the cellar. The hotel once was a privateer’s lair. It is fortress-like and houses an antiaircraft gun manned by a crew of Austrians.Chapter 5The townspeople who have not evacuated awake to the noise of guns and planes amid the shower of leaflets. In a fortress, the last German bastion on the Breton coast, French prisoners peer up at the sky. Other sieges have rocked the city of Saint-Malo over the centuries, but none like this...  About the Author With Instaread Summaries, you can get the summary of a book in 30 minutes or less. We read every chapter, summarize and analyze it for your convenience.

     Center Stage Act Two Call Back  Curtain Call Free Magnolia Steele bonus content will be releasing through Denise’s newsletter. Sign up is at the end of each book.

    She needs a lifetime... When Viscountess Kinsley’s father lost all but their home and then drank himself to death, creditors stood ready to seize what remained. Anne’s only hope of saving her family is to find a husband through Lady Peddington’s School for Young Ladies. Only, upon graduation, Anne finds herself the victim of jealous gossip that claims she seeks multiple lovers. Now, no respectable man will have her. RAKE RUINER Hatred is only a kiss away from love. When her husband dies in a duel over another woman, Charlotte Fairhaven sets childish notions of love aside in favor of something more reliable – pleasure. Unfortunately, the gentlemen of Scotland have little appreciation for her newfound freedom. Offers of marriage abound, driving her to a remote corner of the Highlands to evade her admirers. There, Charlotte discovers the most aggravating man she’s ever met, and the only one with any hope to mend her heart. THE WIDOW’S TREASURE Two years after her husband’s death, Lady Derwent is finally enjoying a life of freedom and delicious intrigue. She travels to the Scottish Highlands only to sell the estate of Ardbeag, but when Stirling James suggests Rob Ogilvy of Lochgarron as a possible buyer, her plans begin to unravel. Rob believes the scandalous English widow has set her wicked sights on his nephew. But after only one masked encounter with her, he determines to make her his own. MARRYING THE BELLE OF EDINBURGH A foul murder, a beautiful widow, and one man who will risk everything for love. Lord William Brandon has spent torturous days and desperate nights in love with his best friend’s wife. He resolves to marry another with the help of the Marriage Maker, but when the Belle of Edinburgh appears at a ball and asks for his help, he once again is powerless to resist her. A MATCH MADE IN THE HIGHLANDS Captain Logan Graham hoped to find peace and solitude at Blackstone Abbey, but painful memories from the battlefield, along with his lingering injuries, refuse to let him rest. He’s not fit for polite company let alone a wife, especially not one as beautiful as the lady who arrives at his door at the behest of the Marriage Maker. SEDUCTION OF A WIDOW She intends to win the race. He intends to win her heart... Evan MacLaren prefers to find his thrills on the high seas. Stormy waters might be fickle, but not as fickle as a woman—particularly a high-spirited widow. Yet Lady Carr’s adventurous spirit calls to him just as the sea does. Here is a woman who will never bore him. A woman who is as free and dangerous as any ocean. And he must have her. THE MARRIAGE OBLIGATION Confirmed spinster meets British spy. What could possibly go wrong? At eighteen years old, Cornelia Hardcastle discovered an ugly family secret that could ruin her family. There is only one way to ensure the world doesn’t learn the truth: never marry. Now that she's twenty-four, however, her parents have put their foot down. She must marry. THE MAID OF INVERNESS Despite Douglas Randolph’s attempt to avoid Society and his responsibility as the future Duke of Inverness, news he is has inherited the dukedom reaches him deep in the Scottish Highlands. That problem pales into comparison to the wager he makes with the man known as The Marriage Maker. Sir Stirling James swears he can find suitable husbands for four ladies directly descendant from Robert the Bruce. Little does Douglas know he is to be the first groom.