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.

Work with your brain, not against it. Use neuroscience foundations to learn better, faster, and stronger. All our lives, we've been taught ways to learn that are utterly ineffective and ignorant as to how our brains work. This book will transform your approach to learning. Neuro-Learning is a mini tour of our brains, including its highs and lows. It will show you the most effective methods for learning, the pitfalls we must avoid, and the habits we must cultivate. It borrows from multiple scientific disciplines to present comprehensive techniques to simply learn more, faster.

Learn Machine Learning While You Listen – Build Real AI Projects Without a Tech Background. Whether you're driving, working out, or just tired of reading screen after screen, this audiobook gives you the full crash course in machine learning — hands-free.

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.

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.

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.

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.

The science on climate change has been clear for a very long time now. Yet despite decades of appeals, mass street protests, petition campaigns, and peaceful demonstrations, we are still facing a booming fossil fuel industry, rising seas, rising emission levels, and a rising temperature. With the stakes so high, why haven't we moved beyond peaceful protest? In this lyrical manifesto, noted climate scholar (and saboteur of SUV tires and coal mines) Andreas Malm makes an impassioned call for the climate movement to escalate its tactics in the face of ecological collapse.

The true story of a young teacher attempting to change lives in a troubled educational system. According to Ilana Garon, popular books and movies are inundated with the myth of the "hero teacher" - the one who charges headfirst into dysfunctional inner-city schools like a firefighter into an inferno, bringing the student victims to safety through a combination of charisma and innate righteousness. The students are then "saved" by the teacher’s idealism, empathy, and faith. This is not that type of book....

A decade ago, developers built information-sharing software by writing a lot of custom code in a single code base, then adding layers of caching. Now we build information systems: interdependent software and services, data platforms, and event streams. Many of our software-to-systems initiatives fail, though, and when they do, we double down on traditional linear approaches. But linear thinking cannot resolve systems challenges. We need to shift to systems thinking.

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.

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.

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.

Fifty years after Steve Stuart and his friends captured an alien starship, the Solar Union is a thriving interstellar power while Earth is increasingly backward and falling into barbarism. For two youngsters from Earth, the Solar Union offers the only chance they will ever have to make something of their lives.

Developed by experienced professors and professionally narrated for easy listening, this course is a valuable tool when preparing for the Association of Social Work Boards Bachelor Level Exam! The audio is focused and high-yield, covering the most important topics you need to know to succeed on this test. The material is accurate, up-to-date, and broken down into bite-sized chapters. There are key takeaways following each chapter to drive home key points and quizzes to review commonly tested questions.

As teachers learn about the science of reading, they're gaining knowledge about the "what," but not so much the "how." In other words, they don't have a clear picture of how to implement research-backed daily reading instruction... until now! This audiobook guides listeners through the literacy block, step-by-step—from morning arrival to whole-class and small-group instruction to literacy centers, writing time, and read-aloud. Loaded with teaching, planning, and management tips, sample schedules and routines.

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.

Shermin Kruse vous propose une approche différente, permettant de mieux comprendre les gens qui vous entourent tout en conservant une certaine distance. Elle s'appuie sur la philosophie stoïcienne et les découvertes scientifiques contemporaines pour nous enseigner l'art de la régulation des émotions et du contrôle de soi.

Research into how we learn has opened the door for utilizing cognitive theory to facilitate better student learning. But that's easier said than done. Many books about cognitive theory introduce radical but impractical theories, failing to make the connection to the classroom. In Small Teaching, James Lang presents a strategy for improving student learning with a series of modest but powerful changes that make a big difference - many of which can be put into practice in a single class period.

Sara Ahmed examines what we can learn about power from those who complain about abuses of power. Drawing on oral and written testimonies from academics and students who have made complaints about harassment, bullying, and unequal working conditions at universities, Ahmed explores the gap between what is supposed to happen when complaints are made and what actually happens. Following a long lineage of Black feminist and feminist of color critiques of the university, Ahmed delivers a timely consideration of how institutional change becomes possible and why it is necessary.