Learning Science

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

When 12-year-old twins John and Philippa get their wisdom teeth, they suddenly have the power to grant wishes and make things disappear. They are genies! Quickly, they learn to control their powers just before they embark on a dangerous quest that will take them into the tomb of an ancient pharaoh. Along the way, the must confront Iblis, the most evil genie in the universe! This fast-paced and funny fantasy is the first children's novel from critically acclaimed thriller writer P.B. Kerr.

At thirty years old, Gabriel Wyner speaks six languages fluently. He didn’t learn them in school—who does? Rather, he learned them in the past few years, working on his own and practicing on the subway, using simple techniques and free online resources—and here he wants to show others what he’s discovered. This is brain hacking at its most exciting, taking what we know about neuroscience and linguistics and using it to create the most efficient and enjoyable way to learn a foreign language in the spare minutes of your day.

Moses and Troy Horne here. Your mental-toughness guides! We know exactly how you feel. If you are reading this, you probably have a young athlete who struggles with in-game stress and maybe even sports performance anxiety. That is why this version was mostly written by Moses. As of the time of the writing of this book, Moses Horne is a 15-year-old elite athlete who can talk directly about the triumphs and struggles of working toward being mentally tough. This is the only book that I know of with input from an actual young athlete.

Powerful Teaching: Unleash the Science of Learning empowers educators to harness rigorous research on how students learn and unleash it in their classrooms. Drawing on a 15-year scientist-teacher collaboration, more than 100 years of research on learning, and rich experiences from educators in K-12 and higher education, the authors present highly accessible step-by-step guidance on how to transform teaching with four essential strategies: Retrieval practice, spacing, interleaving, and feedback-driven metacognition.

The bestselling book on Python deep learning, now covering generative AI, Keras 3, PyTorch, and JAX! Deep Learning with Python (Third Edition) puts the power of deep learning in your hands. This new edition includes the latest Keras and TensorFlow features, generative AI models, and added coverage of PyTorch and JAX. Learn directly from the creator of Keras and step confidently into the world of deep learning with Python.

In a world overflowing with information, how can we adapt our learning methods to thrive? Dave Cormier, a pioneering figure in digital education, presents a thought-provoking manifesto in Learning in a Time of Abundance. A leading voice in digital learning, Cormier offers a fresh perspective on how we can face the uncertainty of a world where our challenges don't have clear answers amid an overwhelming digital landscape.

In Body By Science, bodybuilding powerhouse John Little teams up with fitness medicine expert Dr. Doug McGuff to present a scientifically proven formula for maximizing muscle development in just twelve minutes a week. Backed by rigorous research, the authors prescribe a weekly high-intensity program for increasing strength, revving metabolism, and building muscle for a total fitness experience.

Conor and Grace are twins, recently orphaned after their widowed father's death. They decide to set sail for new pastures in their father's last possession, his sailboat. But a vicious storm capsizes their boat, and the twins are separated. Two mysterious ships sail to their rescue, each picking up one twin before disappearing into the mist. Conor wakes to find himself on a pirate ship; Grace finds herself locked in a darkened room, as the vampirates wait for night to fall and their feasting to begin.

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) to help you gain an intuitive understanding of the concepts and tools for building intelligent systems.

"This colorful page-turner puts artificial intelligence into a human perspective. Through the lives of Geoff Hinton and other major players, Metz explains this transformative technology and makes the quest thrilling." —Walter Isaacson, author of The Code Breaker Recipient of starred reviews in...

Learning is the key to bettering your circumstances and becoming the person you want to be. Skills, information, and abilities will never come to you - it’s up to you to seek them out, and this audiobook shows you how to do so in the most effective and efficient manner.

The concept of small teaching is simple: Small and strategic changes have enormous power to improve student learning. Instructors face unique and specific challenges when teaching an online course. This book offers small teaching strategies that will positively impact the online classroom.

More than half a century ago, the naturalist Farley Mowat accepted an assignment to investigate why wolves were killing Arctic caribou. Mowat’s account of the summer he lived in the frozen tundra alone – studying the wolf population and developing a deep affection for these wild creatures (who were no threat to caribou or man) – is today celebrated as a classic of nature writing, at once a tale of remarkable adventure and an indelible record of the myths and magic of wolves.

At a time when we are all more rudderless than ever, we look for the very best teachers and mentors to guide us. In Fully Alive, an unusual and gripping memoir, Timothy Shriver shows how his teachers have been the world's most forgotten minority: people with intellectual disabilities. In these pages we meet the individuals who helped him come of age and find a deeper and more meaningful way to see the world.

In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution. Kelleher explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art.

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.

The companion book to COURSERA's wildly popular massive open online course "Learning How to Learn" Whether you are a student struggling to fulfill a math or science requirement, or you are embarking on a career change that requires a new skill set, A Mind for Numbers offers the tools you need...

Bringing Up Bébé meets Last Child in the Woods in this lively, insightful memoir about a mother who sets out to discover if the nature-centric parenting philosophy of her native Scandinavia holds the key to healthier, happier lives for her American children.

If you're looking to make a career move from programmer to AI specialist, this is the ideal place to start. Based on Laurence Moroney's extremely successful AI courses, this introductory book provides a hands-on, code-first approach to help you build confidence while you learn key topics.