Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    

    In 1988 Frank Zappa toured with a twelve-piece band that had rehearsed for months, learned a repertoire of over 100 songs and played an entirely different set each night. It is why, in Zappa's own words, it was -the best band you never heard in your life- - a reference to East Coast American audiences who never got the chance to see this particular touring ensemble. Zappa appointed bass player Scott Thunes to rehearse the group in his absence. In carrying out this role, Thunes was apparently abrasive, blunt and rude to the other members and two factions quickly developed: Thunes and stunt guitarist Mike Keneally on the one side; the remaining nine band members on the other. The atmosphere deteriorated as the tour progressed through America and on to Europe. Before leaving Europe, Zappa told the band that there were ten more weeks of concerts booked in the USA and asked them: -If Scott's in the band, will you do the tour?- With the exception of Keneally, they all said -no-. Rather than replace Thunes, Zappa cancelled almost three months of concerts and never toured again - claiming to have lost $400,000 in the process. 'Zappa The Hard Way' documents that tour. If you think touring can be fun, think again! Yes there were groupies and the usual paraphernalia associated with rock 'n' roll, but there was also bitterness and skulduggery on a scale that no one could imagine. Author Andrew Greenaway has interviewed the surviving band members and others associated with the tour to unravel the goings on behind the scenes that drove Zappa to call a halt to proceedings, despite the huge personal financial losses. This paperback edition includes a foreword by Zappa's sister Candy, and an afterword by Pauline Butcher, Zappa's former secretary and author of 'Freak Out! My Life With Frank Zappa', 'Zappa The Hard Way' might just be the best book you've never read in your life!

    The book reveals the secrets, deals, schemes and dreams of these, the world's fiercest business competitors.

    

    It happens when proven teaching strategies intersect with technology tools, and yet it’s not uncommon for teachers to use a tool because it’s “fun” or because the developer promises it will help students learn.  Learning First, Technology Second offers teachers the professional learning they need to move from arbitrary uses of technology in their classrooms to thoughtful ways of adding value to student learning.   This book includes:  An introduction to the Triple E Framework that helps teachers engage students in time-on-task learning, enhance learning experiences beyond traditional means and extend learning opportunities to bridge classroom learning with students’ everyday lives.Effective strategies for using technology to create authentic learning experiences for their students.Case studies to guide appropriate tech integration.A lesson planning template to show teachers how to effectively frame technology choices and apply them in instruction.

    But only one of them was ever a real person—Colonel Sanders of Kentucky Fried Chicken/KFC. From a 1930s roadside café in Corbin, Kentucky, Harland Sanders launched a fried chicken business that now circles the globe, serving “finger lickin’ good” chicken to more than twelve million people every day. But to get there, he had to give up control of his company and even his own image, becoming a mere symbol to people today who don’t know that Colonel Sanders was a very real human being. This book tells his story—the story of a dirt-poor striver with unlimited ambition who personified the American Dream.Acclaimed cultural historian Josh Ozersky defines the American Dream as being able to transcend your roots and create yourself as you see fit. Harland Sanders did exactly that. Forced at age ten to go to work to help support his widowed mother and sisters, he failed at job after job until he went into business for himself as a gas station/café/motel owner and finally achieved a comfortable, middle-class life. But then the interstate bypassed his business and, at sixty-five, Sanders went broke again. Packing his car with a pressure cooker and his secret blend of eleven herbs and spices, he began peddling the recipe for “Colonel Sanders’ Kentucky Fried Chicken” to small-town diners in exchange for a nickel for each chicken they sold. Ozersky traces the rise of Kentucky Fried Chicken from this unlikely beginning, telling the dramatic story of Sanders’ self-transformation into “The Colonel,” his truculent relationship with KFC management as their often-disregarded goodwill ambassador, and his equally turbulent afterlife as the world’s most recognizable commercial icon.

    His success and good fortune at such a young age was a remarkable accomplishment for someone from a small Central California farm town. Everything was coming together for Axel until a devastating tragedy beset his hometown. Axel’s perfect life was thrown into turmoil, exposing the moral compromises that he had made to achieve success. In his struggle to put the pieces of his life back together, he discovered his true purpose. From the depths of tragedy, Axel embarked on a quest to revitalize his people and restore the American Nation.

    In Lovely Things in Ugly Places, he invites us to come with him as he revisits the moments in his ministry (some incredible, some hilarious, and some tragic), that shaped him most substantially. Known for his bold and fearless proclamation of the Gospel, Montgomery writes with vulnerability and transparency, beckoning the Body of Christ into a radical lifestyle of love. He challenges his readers to lay down the labels we use to identify people, and to see them (and ourselves) as God does, reminding us that if we are willing to look, we too will find Lovely Things in Ugly Places.

    Parents will turn to curriculum chapters again and again. Features interviews and tips from many home school parents as well as long lists of resources. 430 pages of tips and tools!

    

    Would you believe the one about the man who got stuck with half a paintbrush in a delicate area? The medical ethics of a woman using the hospital like a babysitting service? The day when two surgeons almost came to blows after a squabble over theatre space? After reading this brilliantly realised medical nonfiction collection of short stories you will no longer doubt the strange and sometimes tragic circumstances doctors face in medical diagnosis and treatment. From humourous stories about misbehaving patients to short biographies to moving medical stories with tragic ends, Dr Jay weaves a tale of over thirty years’ experience and relates some of the most interesting medical diagnosis and treatment of patients from his career. His narrative voice is rich and compelling and each of the patients’ short biographies is treated with the solid medical ethics we have come to expect from our doctors. Forthright and entertaining, this medical nonfiction collection of short stories comes directly from the horse’s mouth and includes humourous stories as well as short biographies that reveal some of the least pleasant aspects of life as a Surgeon.

    

    Now she gives readers an up close look at her adventures in emergency medicine in her memoir, The Other Side of the Gurney.After twenty years working as an EMT and paramedic, Carson-Romano becomes a registered nurse specializing in critical care. She shares what it's like to be an "accidental hero" and offers these stories as a tribute to those invited into people's homes and lives during the most frightening times imaginable. Carson-Romano crafts her stories with compassion and humor while covering a wide range of experiences, including childbirths in dramatic situations, traumatic accidents, and patients nearing the ends of their lives.The sad, funny, and feel good times are all here—and will make readers appreciate the emergency medical responders who risk their own lives to save ours.

     How did one RN disrupt a family's grieving process? What caused a hostage situation at this SNF? How did Facebook factor in on this officer's all-available-units call? Learn what a patient brought to rehab, discover how one doctor lost all credibility in front of a patient due to absent-mindedness, nod along with nurses detailing how rude and abusive patients got what they deserved, and cheer for how a group of ICU nurses handled a doc when he refused to return pages.