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

    Average 70kg D**khead tracks key life events of Dr Dan Pronk from his beginnings as an average chubby kid, through his failed attempt at professional triathlon, onto becoming a doctor, joining army Special Forces, being decorated for his conduct in action in Afghanistan, and then onto his post-army career as a medical executive and co-owner of a multimillion dollar business. Throughout the book Dan shares his motivational philosophies and key lessons learned from his journey. He breaks down the goal setting process and provides examples of how seemingly impossible goals can be deconstructed into smaller and smaller achievable sub-goals, creating a clear pathway to getting started and moving towards your ambitious objectives. Dan highlights the crucial factor of persistence in goal attainment and uses case studies from the Special Forces selection process to illustrate that average people with above-average persistence will beat stronger, smarter, faster, and more educated people who are not as willing to persist every time. This book will inspire you to do more. Be it to get off the couch and get started, or double down on your existing goals and supercharge your commitment to them. You only get one go at this life, so what are you waiting for? Give it a read and get going!

    In the insightful How Music Works, Byrne offers his unique perspective on music - including how music is shaped by time, how recording technologies transform the listening experience, the evolution of the industry, and much more.

    Of the discovery of an alien race and of a kink in time that means humanity — whatever form it takes — will never again be threatened by acts of God.

    “Interweaving memoir, case histories, and accounts of new therapies, Riley anatomizes what is still a fairly young science, and a troubled one” (The New Yorker). Reporting on the field of global mental health from its colonial past to the present day, Riley highlights a range of scalable therapies, including how a group of grandmothers stands on the frontline of a mental health revolution. Hopeful, fascinating, and profound, A Cure for Darkness is “recommended reading for anyone with even a peripheral interest in depression” (Washington Examiner).

    Assuming you live to be eighty, you have just over four thousand weeks.Nobody needs telling there isn’t enough time. We’re obsessed with our lengthening to-do lists, our overfilled inboxes, work-life balance, and the ceaseless battle against distraction; and we’re deluged with advice on becoming more productive and efficient, and “life hacks” to optimize our days. But such techniques often end up making things worse. The sense of anxious hurry grows more intense, and still the most meaningful parts of life seem to lie just beyond the horizon. Still, we rarely make the connection between our daily struggles with time and the ultimate time management problem: the challenge of how best to use our four thousand weeks.Drawing on the insights of both ancient and contemporary philosophers, psychologists, and spiritual teachers, Oliver Burkeman delivers an entertaining, humorous, practical, and ultimately profound guide to time and time management. Rejecting the futile modern fixation on “getting everything done,” Four Thousand Weeks introduces readers to tools for constructing a meaningful life by embracing finitude, showing how many of the unhelpful ways we’ve come to think about time aren’t inescapable, unchanging truths, but choices we’ve made as individuals and as a society—and that we could do things differently.

    Jacobson provides a comprehensive overview of this spectacular industry, allowing everyone on Earth to understand the integral role space plays in our lives, how it will continue to transform the world, and how you could participate.In the vein of Mary Roach, Jacobson makes a complex topic easily understandable—and accessible—for every reader.Space as an industry offers a triple bottom line: Return on Investment, Innovation, and Inspiration.INVESTMENTImagine if you had the opportunity to invest in Apple when it was new and undiscovered—would you do it?Space is a culmination of many disciplines, and it works in tandem with various industries. The sector’s growth depends on merging different fields with cutting-edge technologies, fantastical ideas with logical applications.Investors, including John Doerr, Khosla Ventures, Sequoia, RRE, Bessemer Venture Partners, First Round, Peter Thiel’s Founders Fund, and Andreesen Horowitz, took notice and are backing companies in this growing sector.INNOVATIONSpace is the sector with the most unlimited potential for progress and collaboration. When space advances, other industries benefit. When other industries advance, space benefits as well—innovations and progress multiply.From Hollywood to navigation, communications devices to streaming services, medical discoveries to robotics, agriculture to energy, all of these industries affect space and are affected by space—much like bees pollinating flowers.Jacobson proposes that space startups can borrow tactics and strategies developed by other entrepreneurs and thought leaders—such as Peter Thiel, Eric Ries, and Ben Horowitz—to improve space startups' probability for success.INSPIRATIONWhat do Jules Verne, Star Trek, Isaac Asimov, Arthur C. Clarke, Stanley Kubrick, Jerry Pournelle, Andy Weir, and David Bowie have in common?For centuries, artists and creators have helped inspire real space efforts. They merged space with arts and entertainment to construct visions and stories that helped us articulate, amplify, and imagine what is possible—ultimately influencing and shaping reality, from Moon missions to mobile phones.What will we accomplish over the next decade? Is there a way to achieve great personal success and benefit others—maybe even all of humanity?

    Robert Meyers spent ten years developing a treatment program that helps Concerned Significant Others (CSOs) both improve the quality of their lives and to learn how to make treatment an attractive option for their partners who are substance abusers. Get Your Loved One Sober describes this multi-faceted program that uses supportive, non-confrontational methods to engage substance abusers into treatment. Called Community Reinforcement and Family Training (CRAFT), the program uses scientifically validated behavioral principles to reduce the loved one's substance use and to encourage him or her to seek treatment. Equally important, CRAFT also helps loved ones reduce personal stress and introduce meaningful, new sources of satisfaction into their life. Key Features CRAFT is more effective than other types of interventions. This breakthrough new system is sweeping the recovery field. This is its first introduction to the general public. Contains simple exercises readers can practice at their own pace, with no costly or heart-breaking interventions. Proven successful for numerous addictions, not just alcoholism. Author Highlights Robert J. Meyers, Ph.D., is an Associate Professor of Psychology at the University of New Mexico. He is also the Associate Director of the Clinical Research Branch of the Center on Alcoholism Substance Abuse and Addictions (CASAA). CASAA is internationally known for its excellence in substance abuse research and treatment development. Dr. Meyers has workedin the substance abuse field for over 27 years and has published several books and dozens of articles. Brenda L. Wolfe, Ph.D., is a Clinical Psychologist specializing in the treatment of Eating Disorders, Substance Abuse, and Post-Traumatic Stress. In addition to her busy private practice, Dr. Wolfe is involved in research collaborations at the University of New Mexico, serves as a corporate consultant for the development of psychologically based services, and is active in various professional organizations. Her books and articles have appeared in both the popular and professional press.

    The heart of her work on her national public radio program and podcast, On Being, has been to shine a light on people whose insights kindle in us a sense of wonder and courage. Scientists in a variety of fields; theologians from an array of faiths; poets, activists, and many others have all opened themselves up to Tippett's compassionate yet searching conversation.   In Becoming Wise, Tippett distills the insights she has gleaned from this luminous conversation in its many dimensions into a coherent narrative journey, over time and from mind to mind. The book is a master class in living, curated by Tippett and accompanied by a delightfully ecumenical dream team of teaching faculty.   The open questions and challenges of our time are intimate and civilizational all at once, Tippett says – definitions of when life begins and when death happens, of the meaning of community and family and identity, of our relationships to technology and through technology. The wisdom we seek emerges through the raw materials of the everyday. And the enduring question of what it means to be human has now become inextricable from the question of who we are to each other.   This book offers a grounded and fiercely hopeful vision of humanity for this century – of personal growth but also renewed public life and human spiritual evolution. It insists on the possibility of a common life for this century marked by resilience and redemption, with beauty as a core moral value and civility and love as muscular practice. Krista Tippett's great gift, in her work and in Becoming Wise, is to avoid reductive simplifications but still find the golden threads that weave people and ideas together into a shimmering braid.   One powerful common denominator of the lessons imparted to Tippett is the gift of presence, of the exhilaration of engagement with life for its own sake, not as a means to an end. But presence does not mean passivity or acceptance of the status quo. Indeed Tippett and her teachers are people whose work meets, and often drives, powerful forces of change alive in the world today. In the end, perhaps the greatest blessing conveyed by the lessons of spiritual genius Tippett harvests in Becoming Wise is the strength to meet the world where it really is, and then to make it better.

    Written by Oxford astrophysicist Dr Becky Smethurst and composed of ten captivating, simple essays, it guides you swiftly through the galaxies, explaining the mysteries of black holes, dark matter and what existed before the Big Bang, presenting the evidence as to whether we really are alone, illuminating what we still don't know, and much more besides.If you have big questions about Space, this book will provide you with the answers in an engaging and succinct way.

    Others examining the planet, Kelvin learns, are plagued with their own repressed and newly corporeal memories. The Solaris ocean may be a massive brain that creates these incarnate memories, though its purpose in doing so is unknown, forcing the scientists to shift the focus of their quest and wonder if they can truly understand the universe without first understanding what lies within their hearts.

    It promised to shed light on the deep mysteries of consciousness, as well as offer relief to addicts and the mentally ill. But in the 1960s, with the vicious backlash against the counter-culture, all further research was banned. In recent years, however, work has quietly begun again on the amazing potential of LSD, psilocybin and DMT. Could these drugs in fact improve the lives of many people? Diving deep into this extraordinary world and putting himself forward as a guinea-pig, Michael Pollan has written a remarkable history of psychedelics and a compelling portrait of the new generation of scientists fascinated by the implications of these drugs. How to Change Your Mind is a report from what could very well be the future of human consciousness.

    I was mentally and physically broken. So fractured, I hadn't eaten properly or slept well, or even changed my expression for months. I sat in a cubicle, behind paper-thin curtains, listening to the rest of the hospital happen around me, and I shook with the effort of not crying. I was an inch away from defeat, from the acceptance of a failure I assumed would be inevitable, but I knew I had to carry on. I had to somehow walk through it.Because I wasn't the patient. I was the doctor."A frank account of mental health from both sides of the doctor-patient divide, from the bestselling author of The Trouble with Goats and Sheep and Three Things About Elsie, based on her own experience as a doctor working on a psychiatric ward.