Mitchell covers the field of machine learning, the study of algorithms that allow computer programs to automatically improve through experience and that automatically infer general laws from specific data.

     At the age of 16, she was in a gang of youths that committed a horrendous crime. As members of the gang start being killed one by one, Jasmine fears for her life. Desperate to uncover who is responsible for the murders, Jasmine starts to investigate. But can she uncover the truth before it’s too late?  Very Nearly Dead is a gripping and suspenseful psychological thriller with an ending you won't see coming. The perfect read for fans of authors like K.L. Slater, Mark Edwards and C.L. Taylor.

    Boylestad and Nashelsky offer students a complete and comprehensive survey, focusing on all the essentials they will need to succeed on the job. This very readable presentation is supported by strong pedagogy and content that is ideal for new students of this rapidly changing field. Its colorful, student-friendly layout boasts a large number of stunning photographs. A broad range of ancillary materials is available for instructor support.

    But I don't think I've seen a better resource for the lay user than this one. T. Ormiston-smith. Mother Nature's medicine cabinet. In ancient times, the plant kingdom provided our earliest ancestors with the natural healing powers derived from nature. Extracts and essences from plants and flowers were prized for their medicinal, spiritual, aromatic, and therapeutic value, including beauty benefits. Aromatic plants, essences, and oils have traditionally been used during religious ceremonies and observances, beauty care and perfumes, food enhancement, and preservation. Aromatic plants were the basis for herbal and botanical medicines and remedies for thousands of years - they still are. In fact, they’re the root of today’s modern pharmaceuticals. And as lifestyles rapidly changed to meet everyday challenges, and technology progressed in leaps and bounds, herbal knowledge soon fell by the wayside. During the past century, as the side effects of many chemically based drugs come to light - not to mention the exuberant costs, natural healing has come full circle and has gradually found its way back into our homes. The Western World is standing up and taking notice. People are educating themselves about the wonderful uses and benefits of using essential oils, herbs, and spices. Mother nature's medicine cabinet is back, invoking endless remedies and in some cases, cures - without the side effects. Granted. Natural healing may not replace the family doctor or chemically manufactured drugs entirely, but it certainly is a healthy alternative to consider when thinking about your health, beauty, wellbeing, and fitness regime. Bonus: Includes Medicinal Herbs and their uses. Discover the many benefits to diffusing essential oils to achieve optimal health and well-being in your home and workplace. Diffusing essential oils can help you study better, sleep better, enhance your moods and put you in the mood... Essential oils and pregnancy. Essential oils and children. There is also a section about essential oils for pets – which ones to use and which ones to avoid.

    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.

    At $29 and cheaper than a good pizza, you will get the book in its current partial form, along with all future chapters, updates, and fixes for free. As of the day I wrote this description, Code Bright had 130 pages and was just getting started. To give you some perspective on how detailed it is, Code Happy was 127 pages in its complete state. Want to know more? Carry on reading.Welcome back to Laravel. Last year I wrote a book about the Laravel PHP framework. It started as a collection of tutorials on my blog, and eventually became a full book. I definitely didn’t expect it to be as popular as it was. Code Happy has sold almost 3000 copies, and is considered to be one of the most valuable resourcesfor learning the Laravel framework.Code Bright is the spiritual successor to Code Happy. The framework has grown a lot in the past year, and has changed enough to merit a new title. With Code Bright I hope to improve on Code Happy with every way, my goal is, to once again, build the most comprehensive learning experience for the framework. Oh, and to still be funny. That’s very important to me.Laravel Code Bright will contain a complete learning experience for all of the framework’s features. The style of writing will make it approachable for beginners, and a wonderful reference resource for experienced developers alike.You see, people have told me that they enjoyed reading Code Happy, not only for its educational content, but for its humour, and for my down to earth writing style. This is very important to me. I like to write my books as if we were having a conversation in a bar.When I wrote Code Happy last year, I was simply a framework enthusiast. One of the first to share information about the framework. However, since then I have become a committed member of the core development team. Working directly with the framework author to make Laravel a wonderful experience for the developers of the world.One other important feature of both books, is that they are published while in progress. This means that the book is available in an incomplete state, but will grow over time into a complete title. All future updates will be provided for free.What this means is that I don’t have to worry about deadlines, or a fixed point of completion. It leads to less stress and better writing. If I think of a better way to explain something, I can go back and change it. In a sense, the book will never be completed. I can constantly add more information to it, until it becomes the perfect resource.Given that this time I am using the majority of my spare time to write the title (yes, I have a full time job too!), I have raised the price a little to justify my invested time. I was told by many of my past readers that they found the previous title very cheap for the resource that it grew into, so if you are worried about the new price, then let me remind you what you will get for your 29 bucks.The successor to Code Happy, seen by many as the #1 learning resource for the Laravel PHP framework.An unending source of information, chapters will be constantly added as needed until the book becomes a giant vault of framework knowledge.Comedy, and a little cheesy, but very friendly writing.

    He overcame adolescent upheaval and personal demons—including his parents’ divorce, his mother’s untimely death and severe alcoholism—to become metal’s biggest star.So Let It Be Written does justice to the many hats Hetfield has worn, with his strong leadership, signature vocal style, powerful guitar-playing and masterful songwriting. Author Mark Eglinton uses exclusive, firsthand interviews—with prominent rock stars and key figures in Hetfield’s life—to construct the definitive account of Hetfield.“Hopefully this book will rekindle certain special memories about one of metal’s most charismatic and important individuals.” —Chuck Billy of TestamentMark Eglinton is the co-writer of Official Truth, 101 Proof by Pantera’s Rex Brown and Confessions of a Heretic by Behemoth’s Adam Nergal Darski. Chuck Billy is the singer of Testament.

     With the realisation that the previously failed brain implant can now interface with the alien’s computers Tristan decides to accompany the alien in her quest to return home. When he is captured and imprisoned he has to make a choice between conscience and love. Enslaved alien species look to him for leadership so he must overthrow everything the woman he loves stands for. His choice is victory or happiness. He can’t have both or can he?

    Requiring essentially no background apart from mathematical maturity, the book can be used as a reference for self-study for anyone interested in complexity, including physicists, mathematicians, and other scientists, as well as a textbook for a variety of courses and seminars. More than 300 exercises are included with a selected hint set.

    It is a bridge from the computational courses (such as calculus or differential equations) that students typically encounter in their first year of college to a more abstract outlook. It lays a foundation for more theoretical courses such as topology, analysis and abstract algebra. Although it may be more meaningful to the student who has had some calculus, there is really no prerequisite other than a measure of mathematical maturity. Topics include sets, logic, counting, methods of conditional and non-conditional proof, disproof, induction, relations, functions and infinite cardinality.

    

    The cast has a simple structure as well: almost all the characters look essentially alike — male, very short (just "three apples tall"), with blue skin, white trousers with a hole for their short tails, white hat in the style of a Phrygian cap, and some additional accessory that identifies each one's personality. (For instance, Handy Smurf wears overalls instead of the standard trousers, a brimmed hat, and a pencil above his ear). Smurfs can walk and run, but often move by skipping on both feet. They love to eat smilax leaves, whose berries the smurfs naturally call smurfberries.The male Smurfs almost never appear without their hats, which leaves a mystery amongst the fans as to whether they have hair or not. The animated series canon state that they may be bald: one episode of the Hanna-Barbera cartoon has Greedy Smurf removing his chef's hat to give Papa Smurf a pie he had concealed under it, revealing a bald head. Another episode, St. Smurf and the Dragon, shows Hefty Smurf's hat rising up off his bald head briefly as he and others slide to a stop. Both Papa Smurf and Grandpa Smurf have full beards and hair visibly coming from under their hats above the earline. In The Smurfs and the Magic Flute, a Smurf took off his hat briefly for a polite gesture.In the comics, the last page of first album Les Schtroumpfs noirs (The Black Smurfs) shows Papa Smurf's hat blown off by an explosion, revealing his completely bald head (which may simply be due to old age). In Le Schtroumpfeur de Bijoux (The Jewel Smurfer), Jokey Smurf gets very angry and defensive when a human tells him he should take off his hat.The smurfs fulfill simple archetypes of everyday people: Lazy Smurf, Grouchy Smurf, Brainy Smurf, and so on. All smurfs but Papa, Baby, Nanny and Grandpa are said to be 100 years old, and there are normally 100 smurfs (but this number increases as new smurf characters appear: smurflings, Nanny, etc).

    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.

    Now, in one of the greatest undertakings of the twenty-first century, a savvy group of mathematicians and computer scientists is beginning to sift through this data to dissect us and map out our next steps. Their goal? To manipulate our behavior -- what we buy, how we vote -- without our even realizing it.In this tour de force of original reporting and analysis, journalist Stephen Baker provides us with a fascinating guide to the world we're all entering -- and to the people controlling that world. The Numerati have infiltrated every realm of human affairs, profiling us as workers, shoppers, patients, voters, potential terrorists -- and lovers. The implications are vast. Our privacy evaporates. Our bosses can monitor and measure our every move (then reward or punish us). Politicians can find the swing voters among us, by plunking us all into new political groupings with names like "Hearth Keepers" and "Crossing Guards." It can sound scary. But the Numerati can also work on our behalf, diagnosing an illness before we're aware of the symptoms, or even helping us find our soul mate. Surprising, enlightening, and deeply relevant, The Numerati shows how a powerful new endeavor -- the mathematical modeling of humanity -- will transform every aspect of our lives. STEPHEN BAKER has written for BusinessWeek for over twenty years, covering Mexico and Latin America, the Rust Belt, European technology, and a host of other topics, including blogs, math, and nanotechnology. But he's always considered himself a foreign correspondent. This, he says, was especially useful as he met the Numerati. "While I came from the world of words, they inhabited the symbolic realms of math and computer science. This was foreign to me. My reporting became an anthropological mission." Baker has written for many publications, including the Wall Street Journal, the Los Angeles Times, and the Boston Globe. He won an Overseas Press Club Award for his portrait of the rising Mexican auto industry. He is the coauthor of blogspotting.net, featured by the New York Times as one of fifty blogs to watch.

    But many people use data in ways they don't even understand, meaning they aren't getting the most from it. Bayesian Statistics the Fun Way will change that.This book will give you a complete understanding of Bayesian statistics through simple explanations and un-boring examples. Find out the probability of UFOs landing in your garden, how likely Han Solo is to survive a flight through an asteroid shower, how to win an argument about conspiracy theories, and whether a burglary really was a burglary, to name a few examples.By using these off-the-beaten-track examples, the author actually makes learning statistics fun. And you'll learn real skills, like how to:- How to measure your own level of uncertainty in a conclusion or belief- Calculate Bayes theorem and understand what it's useful for- Find the posterior, likelihood, and prior to check the accuracy of your conclusions- Calculate distributions to see the range of your data- Compare hypotheses and draw reliable conclusions from themNext time you find yourself with a sheaf of survey results and no idea what to do with them, turn to Bayesian Statistics the Fun Way to get the most value from your data.