If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    The most common operation done with sed is substitution, replacing one block of text with another. awk is a complete programming language. Unlike many conventional languages, awk is "data driven" -- you specify what kind of data you are interested in and the operations to be performed when that data is found. awk does many things for you, including automatically opening and closing data files, reading records, breaking the records up into fields, and counting the records. While awk provides the features of most conventional programming languages, it also includes some unconventional features, such as extended regular expression matching and associative arrays. sed & awk describes both programs in detail and includes a chapter of example sed and awk scripts. This edition covers features of sed and awk that are mandated by the POSIX standard. This most notably affects awk, where POSIX standardized a new variable, CONVFMT, and new functions, toupper() and tolower(). The CONVFMT variable specifies the conversion format to use when converting numbers to strings (awk used to use OFMT for this purpose). The toupper() and tolower() functions each take a (presumably mixed case) string argument and return a new version of the string with all letters translated to the corresponding case. In addition, this edition covers GNU sed, newly available since the first edition. It also updates the first edition coverage of Bell Labs nawk and GNU awk (gawk), covers mawk, an additional freely available implementation of awk, and briefly discusses three commercial versions of awk, MKS awk, Thompson Automation awk (tawk), and Videosoft (VSAwk).

    This complete guide shows you how to automate your build, integration, release, and deployment processes with Jenkins—and demonstrates how CI can save you time, money, and many headaches. Ideal for developers, software architects, and project managers, Jenkins: The Definitive Guide is both a CI tutorial and a comprehensive Jenkins reference. Through its wealth of best practices and real-world tips, you'll discover how easy it is to set up a CI service with Jenkins. Learn how to install, configure, and secure your Jenkins server Organize and monitor general-purpose build jobs Integrate automated tests to verify builds, and set up code quality reporting Establish effective team notification strategies and techniques Configure build pipelines, parameterized jobs, matrix builds, and other advanced jobs Manage a farm of Jenkins servers to run distributed builds Implement automated deployment and continuous delivery

    Stores are boarded up, sidewalks are cracked, houses are in need of a coat of paint. But despite all that, there’s a spirit of hope here, of defiance. The few people still left here are fighting for their town. Lindsay Snyder is an outsider, even though she spent childhood vacations here. Now she returns to see the family house again, to explore family secrets and to reevaluate her life. And soon after she arrives, she meets a local farmer named Gage Sinclair… Lindsay’s decision to stay marks a new beginning for Buffalo Valley and for her. Because in this broken little town she discovers the love and purpose she’s been seeking.DAKOTA HOMEPeople have started moving to Buffalo Valley, North Dakota, and the town is coming back to life. Maddy Washburn has decided to pull up stakes and join her best friend, Lindsay, hoping for the same kind of satisfaction. And the same kind of love. Jeb McKenna is a rancher, a solitary man who’s learned to endure. Maddy—unafraid and openhearted—is drawn to Jeb, but he rejects her overtures. Until one of North Dakota’s deadly storms throws them together… Those few days and nights bring unexpected consequences for Maddy and Jeb. Consequences that, one way or another, affect everyone in Buffalo Valley.

    A young investigator with a secret informant. The electrifying new thriller.Lacy Stoltz never expected to be in the firing line. Investigating judicial misconduct by Florida's one thousand judges, her cases so far have been relatively unexciting. That's until she meets Greg Myers, an indicted lawyer with an assumed name, who has an extraordinary tale to tell.Myers is representing a whistle blower who knows of a judge involved in organised crime. Along with her gangster associates this judge has facilitated the building of a casino on an Indian reservation. At least two people who opposed the scheme are dead. Since the casino was built, the judge has made several fortunes off undeclared winnings. She owns property around the world, hires private jets to take her where she wishes, and her secret vaults are overflowing with rare books, art and jewels.No one has a clue what she's been doing - until now.Under Florida law, those who help the state recover illegally acquired assets stand to gain a large percentage of them. Myers and his whistle blower friend could make millions.But first they need Lacy to start an investigation. Is she ready to pit herself against the most corrupt judge in American history, a judge whose associates think nothing of murder?

    But now, a relentless and surgical strike team from the farthest reaches of space - sworn to exterminate the armor and all like it - have found their final target. The Armor Hunters are coming. They will hunt. They will trap. They will kill. And they will rid the universe of the X-O Manowar armor's incalculable destructive power...even if it means taking the Earth with it.Collecting: Armor Hunters 1-4, Armor Hunters: Aftermath 1, Armor Hunters: Bloodshot 1-3, Armor Hunters: Harbinger 1-3, Unity 8-11, & X-O Manowar 23-29

    That might be why he hasn’t had a second date in over two years. He’s also been extremely busy with his kennel that has become the premier training facility, specializing in supplying dogs to veterans suffering from Post-Traumatic Stress Disorder. Then again, there is this psychologist he can’t get out of his head, or his heart. Dr. Bailey Conrad would never allow the loss of half her right leg to an IED in Iraq to stop her. Every day at the VA hospital she sees patients who have lost so much more to the war effort. It’s her goal in life to help as many vets as possible to find a 'new normal', because she knows firsthand, it’s the internal scars that can be the most difficult to heal.

    The Ruinous Powers hunt them – and so do a group of heroes, chosen by Grungni for this dangerous and essential task.READ IT BECAUSEIt's a different kind of Age of Sigmar story, and the first of a trilogy, at that! A classic quest story with a disparate group of heroes drawn together by fate and unimaginable consequences if they fail… sounds unmissable.THE STORYIn the beginning, there was fire. And from fire came eight weapons of terrible power, honed to a killing edge by the chosen weaponsmiths of Khorne. Now, as the Mortal Realms echo with the thunder of war, the great powers hunt the eight wherever they might be found – whatever the cost. In a city of prophecy and secrets, Grungni, smith-god of the duardin, gathers together a group of mortal warriors from across the realms in order to seek the first of the eight. But they are not alone in their quest; agents of the Ruinous Powers want the weapon for themselves. Now the race is on, as man, duardin and daemon alike seek to claim the Spear of Shadows...

    Literally. Pepper has one job. It’s a pity she can’t remember what it is! Waking up in a strange cabin, well everything is strange when you’ve lost your memory, she learns to trust Bas, even if he is a lawyer! Things get stranger when she learns what she was wearing when Bas found her. Something is amok! Join Bas and Pepper, as they put the pieces back together in this fun-filled, holiday romp. Warning, includes two flying reindeer, a sleigh, a sexy bear shifter, Krampus and maybe a Christmas Elf or two. Unsuitable for those who do not believe in Christmas Magic! You have been warned! Claused Bear shifter Kain, who also happens to be a lawyer, has just met his mate. There’s just one problem, she’s crazy. Like, two sandwiches short of a picnic crazy. Why? Because his mate, a wonderfully curvy woman, named Marraine Le Fey, thinks someone has stolen her magic wand. That’s right. Her. Magic. Wand. And why does she have a magic wand? Because she’s a fairy godmother of course! None of this alters the fact that she’s his bonded mate, so he’s going to get Marra out of jail, and find her some help. Only she doesn’t want psychiatric help, that would be too easy. Instead, Marra wants Kain to assist her in her role, as a wandless fairy godmother. For Marraine Le Fey has a Cinderella, who needs her help. If you want to know who gets to go to the ball—Well, it’s not really a ball, more of a business presentation. This is the twenty-first century, after all— Come join the fun, in Claused. Because once you make a fairy godmother a promise, there’s no getting out of it. Wrapped Asher has taken on numerous roles while working undercover, but this might be his most difficult yet, because it involves family. Not his family, he never knew his own mom, and spent his early years in foster homes—until he ran away, knowing he was different, and afraid of how bad that different was. One man saved him, one man took him in and taught him what it was to be a shifter. One man, Carlisle, who accepted him, even though he is a wolf, and Asher is a bear. Now, Carlisle, the man who became his adoptive father, wants him to help figure out what happened to Jeremiah, the alpha of his old pack in Timber Rest, who is lying in a coma. But Carlisle hasn’t been back there for years, and things change. Will they be welcomed, or run out of town? Especially when the pack find out that Asher is a bear shifter. Kelli has been asked by her aunt to help figure out what happened to her uncle, the pack leader, Jeremiah. She travels to the pack home of Timber Rest immediately, no one can ignore the call, even if she was supposed to be lying on a hot beach somewhere with her girlfriends. When Asher and Kelli meet, their attraction is intense, and their true mate bond can’t be ignored. But they have work to do, and together the aim to work out what happened to Jeremiah, and how to get him out of his mysterious coma. However, neither of them are prepared for what is revealed in a cave, high up in the Mistletoe Mountains. A leprechaun, and a fairy, no less. This is Wrapped, after all, you didn’t expect normal, did you?

    This is the story of the trials and exploits, the victories and defeats, of one of those units. This book takes us from the first ever assault against a terrorist ship carrying weapons of mass destruction to attack London, to the epic siege of the terrorist-held Qala-I-Janghi fortress in Afghanistan. In the interim, our half-a-dozen soldier-characters deliver suitcases stuffed with millions of dollars in cash to 'friendly' Afghan warlords; they penetrate the towering heights of the uncharted Naka Valley, where allied intelligence has identified the mother of all terrorist training camps; they fight in the labyrinthine tunnels running beneath the Afghan mountains; and they risk all to rescue their fellow soldiers from a downed aircraft stranded on a snow-blasted mountain peak. The book culminates in the single battle in which more terrorists were killed than any other in Afghanistan: the siege of Qala-I-Janghi, an ancient mud-walled fortress used to imprison the most dangerous Taliban and Al Qaeda fighters. The battle for Qala-I-Janghi would last a staggering eight days, from the moment of the first shots being fired at the start of the uprising to the hour that the fort yielded up the last Al Qaeda fighters. It is a battle in which over 500 terrorists would die - but which would also claim the life of a US serviceman and dozens of Northern Alliance allies, with scores of severely wounded British and American soldiers. And in the final denouement, this savage battlefield turns out to be populated by the most ultimately shocking enemy - John Walker Lindh, the white American Taliban who held out in the forts' bunker until the very last. At the same time as the story of the fort siege played out on TV screens all across the world, our band of British and American special forces were involved in a secret, deadly dual to rescue their fellow men - a duel that only one side could win.

    Then Kayden disappears during a routine gas stop, and JT is torn between going after the woman he loves, and protecting her daughter. The Devils are known to have the local law in their back pockets, so JT calls in reinforcements. Time is not on their side and the clock is ticking.Moving Home is the sixth book in the exciting Rolling Thunder series. If you like sizzling sex scenes, suspense and happy endings, you’ll love PJ Fiala’s page turning series. Moving Home is the wrap-up of JT and Kayden's story from Moving to You. While it is a stand-alone, you will enjoy it much more if you read Moving to You first.

     Instead, she encounters a telepathic ball of hair that insists it is an alien seeking to facilitate diplomatic communication on Earth. Quiti assumes it is all a hallucination conjured up by her brain tumor. Because of this assumption, when she saves the alien’s life and it insists on doing Quiti a favor in return, she only asks for her hair back. She soon discovers, however, that the creature’s gift extends much further than her new locks that can change color with a thought. As her powers grow and her deadly illness goes into remission, Quiti quickly realizes that there are those that would want to use her for her abilities and is forced to leave behind everything that she knew. Will this blessing curse her to a life on the run, or does the mysterious hairball have more in store for her? Piers Anthony, critically acclaimed author of the New York Times bestselling Xanth series, brings together humor and adventure in this original story of loyalty, friendship, extraordinary powers, and hair. Dreaming Big Publications

    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

    There he meets the eminent professor, Gordon Stone, and his beautiful wife, Judith Silver, with whom he soon falls into a passionate affair. Into this explosive mix, a young woman appears--a single mother at the end of her emotional rope. Crystal desperately needs David. Yet caught between two women, David bears witness to a heartbreaking turn of events that seems as inevitable as the push and pull of ocean waves. . . .

    However, while war among men boils forth, the Dark One once again grows powerful, and his minions begin to cast a wicked shadow over the land. New Spring is a graphical adaptation of the best-selling prequel to Robert Jordan's acclaimed fantasy series, The Wheel of Time!