Learning Science

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.

Compact Farms is a guide for anyone dreaming of starting, expanding, or perfecting a profitable farming enterprise on five acres or less. The farm plans explain how to harness an area's water supply, orientation, and geography in order to maximize efficiency and productivity while minimizing effort. Profiles of well-known farmers such as Eliot Coleman and Jean-Martin Fortier show that farming on a small scale in any region, in both urban and rural settings, can provide enough income to turn the endeavor from hobby to career.

Why aren't left-handers extinct? What makes a rainbow round? How is a pancreas...like a pendulum? These may not look like math questions, but they are - because they all have to do with patterns. And mathematics, at heart, is the study of patterns. That realization changed Eddie Woo's life - by turning the "dry" subject he dreaded in high school into a boundless quest for discovery. Now an award-winning math teacher, Woo sees patterns everywhere: in the "branches" of blood vessels and lightning, in the growth of a savings account and a sunflower, even in his morning cup of tea!

What began as an off-campus team party with two hired strippers accelerated into a rape investigation - one that exposed prosecutorial misconduct, shoddy police work, an administration's rush to judgment, and the media's disregard for the facts. In It's Not About the Truth, Mike Pressler, the former Duke University lacrosse team's coach, and best-selling author Don Yaeger expose vivid details, including the day Pressler was fired.

In the wake of white nationalist attacks, the ongoing debate over reparations, and the controversy surrounding Confederate monuments and the contested memories they evoke, Susan Neiman's Learning from the Germans delivers an urgently needed perspective on how a country can come to terms with its historical wrongdoings. Neiman is a white woman who came of age in the civil rights-era South and a Jewish woman who has spent much of her adult life in Berlin.

Afghan-American journalist Fariba Nawa delivers a revealing and deeply personal exploration of Afghanistan and the drug trade which rules the country, from corrupt officials to warlords and child brides and beyond.

In this unique new history of the world's most ubiquitous language, linguistics expert David Crystal draws on words that best illustrate the huge variety of sources, influences, and events that have helped to shape our vernacular since the first definitively English word was written down in the fifth century ("roe", in case you are wondering). Featuring Latinate and Celtic words, weasel words and nonce-words, ancient words ("loaf") to cutting edge ("twittersphere") and spanning the indispensable words that shape our tongue ("and", "what") to the more fanciful ("fopdoodle"), Crystal takes us along the winding byways of language.

What if learning could be deeper, faster, and longer-lasting—without adding more stress or content overload? Breakthrough Learning reveals how small, science-backed teaching shifts can create powerful results in any learning environment. Rooted in cognitive psychology and real-world classroom examples, this book guides educators, learners, and lifelong thinkers through practical strategies that actually work.

Emotions dictate our mood, our actions, and our thoughts, but you can learn to master your mind and use it to empower your daily actions with Stoic guidance. This guide will teach you the basics of Stoic philosophy.

What would it take to transform industrial-era schools into modern organizations capable of supporting deep learning for all? Jal Mehta and Sarah Fine's quest to answer this question took them inside some of America's most innovative schools and classrooms - places where educators are rethinking both what and how students should learn. The story they tell is alternately discouraging and hopeful. Drawing on hundreds of hours of observations and interviews at 30 different schools, Mehta and Fine reveal that deeper learning is more often the exception than the rule.

Make learning painless, exciting, habitual, and self-motivating. Absorb info like a human sponge. We’ve never been taught how to learn, and that’s a shame. This book is the key to reversing all the misconceptions you have and making learning fun again.

Let's take stock of young America. Compared to previous generations, American youth have more schooling (college enrollments have never been higher); more money ($100 a week in disposable income); more leisure time (five hours a day); and more news and information (Internet, The Daily Show, RSS feeds). What do they do with all that time and money? They download, upload, IM, post, chat, and network. (Nine of their top ten sites are for social networking.) They watch television and play video games (2 to 4 hours per day).

This book will teach and guide you though steps like saving files and understanding F1 - F12 keys. It's a great book to help start you out with your basic computer needs.

In Becoming Fluent, Richard Roberts and Roger Kreuz draw on insights from psychology and cognitive science to show that adults can master a foreign language if they bring to bear the skills and knowledge they have honed over a lifetime. Adults shouldn't try to learn as children do, they should learn like adults. Roberts and Kreuz report evidence that adults can learn new languages even more easily than children.

How do master storytellers compel us? There have been many attempts to understand what makes a good story, but few have used a scientific approach. In The Science of Storytelling, Will Storr applies dazzling psychological research and cutting-edge neuroscience to our myths and archetypes to show how we can tell better stories, revealing, among other things, how storytellers - and also our brains - create worlds by being attuned to moments of unexpected change.

In this sensitive and lucid account, Pauline Boss explains that, all too often, those confronted with ambiguous loss fluctuate between hope and hopelessness. Suffered too long, these emotions can deaden feeling and make it impossible for people to move on with their lives. Yet the central message of this book is that they can move on. Drawing on her research and clinical experience, Boss suggests strategies that can cushion the pain and help families come to terms with their grief.

Today's "machine-learning" systems, trained by data, are so effective that we've invited them to see and hear for us - and to make decisions on our behalf. But alarm bells are ringing. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole - and appear to assess black and white defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And autonomous vehicles on our streets can injure or kill.

Leonard Moore has been teaching Black history for 25 years, mostly to White people. Drawing on decades of experience in the classroom and on college campuses throughout the South, as well as on his own personal history, Moore illustrates how an understanding of Black history is necessary for everyone. With Teaching Black History to White People, which is “part memoir, part Black history, part pedagogy, and part how-to guide”, Moore delivers an accessible and engaging primer on the Black experience in America.

Each year, teachers, administrators, and parents face a barrage of new education software, games, workbooks, and professional development programs purporting to be "based on the latest research." While some of these products are rooted in solid science, the research behind many others is grossly exaggerated. This book, written by a top thought leader, helps everyday teachers, administrators, and family members - who don't have years of statistics courses under their belts - separate the wheat from the chaff....

What have scientists learned about the causes of autism spectrum disorder? Why do different kids have such different symptoms, and what are the best ways to deal with them? Will there ever be a cure? From leading autism researchers, this accessible guide helps you put the latest advances to work for your unique child. Separating fact from fiction about causes, treatments, and prevention, the book guides you to make lifestyle choices that support the developing brain.