Learning Science

Deep Learning with Python (Second Edition) introduces the field of deep learning using Python and the powerful Keras library. In this revised and expanded new edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. As you move through this book, you’ll build your understanding through intuitive explanations and clear examples. You’ll quickly pick up the skills you need to start developing deep learning applications.

The hookup is now part of college life. Yet the drunken encounter we always hear about tells only a fraction of the story. Rising above misinformation and moralizing, Lisa Wade offers the definitive account of this new sexual culture and demonstrates that the truth is both more heartening and more harrowing than we thought. Offering invaluable insights for parents, educators, and students, Wade situates hookup culture within the history of sexuality, the evolution of higher education, and the unfinished feminist revolution.

This metaphysical self-help classic instills happiness within and urges individuals to pursue a content life without sin, boredom, or contempt. Written decades ago with post-war depression in mind, this text has transcended time and continues to give applicable advice for modern-day individuals.

In the imaginary kingdom of Prydain, Princess Eilonwy must leave her friends to go to the Isle of Mona for training as a proper princess. Because Eilonwy has magical powers, she is sought by Achren, the most evil enchantress in the land. Shortly after her arrival on the Isle of Mona, something sinister and secret befalls her.

Book two left off with Gregor reading the Prophecy of Blood: a prophecy that calls for Gregor and Boots to return to the Underland to help ward off a plague. But this time, Gregor's mother refuses to let Gregor return to the Underland...until the rat Ripred assures the family that Gregor and Boots are needed only for a short meeting, which the crawlers will attend only if their "princess" Boots is present.

Leading an HVAC company can seem like a daunting task, with too few hours in the day, too many petty management issues, and problems HVAC contractors in large businesses don't seem to face. The E-Myth HVAC Contractor offers you a road map to create a business that's self-sufficient, growing, and highly profitable. Take your company to levels you didn't think possible with this unique guide!

If it weren't for the 57 bus, Sasha and Richard never would have met. Both were high school students from Oakland, California, one of the most diverse cities in the country, but they inhabited different worlds. Sasha, a white teen, lived in the middle-class foothills and attended a small private school. Richard, a black teen, lived in the crime-plagued flatlands and attended a large public one. Each day, their paths overlapped for a mere eight minutes. But, one afternoon, on the bus ride home from school, a single reckless act left Sasha severely burned.

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever. In The Art of Statistics, David Spiegelhalter guides the listener through the essential principles we need in order to derive knowledge from data.

In 1994, an idealistic first-year teacher in Long Beach, California, named Erin Gruwell confronted a room of “unteachable, at-risk” students. She had intercepted a note with an ugly racial caricature and angrily declared that this was precisely the sort of thing that led to the Holocaust. She was met by uncomprehending looks - none of her students had heard of one of the defining moments of the 20th century. So she rebooted her entire curriculum, using treasured books such as Anne Frank’s diary as her guide to combat intolerance and misunderstanding.

Here, against a backdrop of late-night tattoo sessions and soldier-of-fortune trade shows, Dr. Thompson is at his apocalyptic best - covering emblematic events such as the 1987-88 presidential campaign, with Vice President George Bush, Sr., fighting for his life against Republican competitors like Alexander Haig, Pat Buchanan, and Pat Robertson; detailing the GOP's obsession with drugs and drug abuse; while at the same time capturing momentous social phenomena as they occurred, like the rise of cable, satellite TV, and CNN - 24 hours of mainline news.

Authored by experts and authorities in the field and professionally narrated by a medical doctor for accuracy, this crash course is a valuable tool both during school and when preparing for the USMLE, or if you're simply interested in family medicine.

In a ranch south of Texas, the man known as The Executioner dumps 500 body parts in metal barrels. In Brazil's biggest city, a mysterious prisoner orders hit men to gun down 41 police officers and prison guards in two days. In Southern Mexico a meth maker is venerated as a saint while enforcing Old Testament justice on his enemies. A new kind of criminal kingpin has arisen: part CEO, part terrorist, and part rock star, unleashing guerrilla attacks, strong-arming governments, and taking over much of the world's trade in narcotics, guns, and humans.

In 1793 William Smith, a canal digger, made a startling discovery that was to turn the fledgling science of the history of the earth - and a central plank of established Christian religion - on its head. He noticed that the rocks he was excavating were arranged in layers; more important, he could see quite clearly that the fossils found in one layer were very different from those found in another. And out of that realization came an epiphany.

It all started with a birthday present that Omri didn't want: a small plastic Indian that was no use to him at all. But an old wooden cupboard and a special key brought his unusual toy to life, and strange and wonderful things began to happen.

Penguin presents the unabridged, downloadable audiobook edition of Landmarks, a fascinating exploration of the relationship between language and landscapes by Robert Macfarlane, read by Roy McMillan. Words are grained into our landscapes, and landscapes are grained into our words. Landmarks is about the power of language to shape our sense of place.

In this groundbreaking and practical guide, teachers will discover how to harness and manage AI as a powerful teaching tool. Jose Antonio Bowen and C. Edward Watson present emerging and powerful research on the seismic changes AI is already creating in schools and the workplace, providing invaluable insights into what AI can accomplish in the classroom and beyond.

Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success.

We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.

As MacArthur award-winning educator Lisa Delpit reminds us - and as all research shows - there is no achievement gap at birth. In her long-awaited second book, Delpit presents a striking picture of the elements of contemporary public education that conspire against the prospects for poor children of color, creating a persistent gap in achievement during the school years that has eluded several decades of reform. Delpit reflects on two decades of reform efforts that have still left a generation of poor children of color feeling that higher educational achievement isn't for them.

In this widely acclaimed memoir ("Riveting, moving...a wonderful book" The New York Times Book Review), Katharine Graham tells her story—one that is extraordinary both for the events it encompasses and for the courage, candor, and dignity of its telling.