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.

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.

The legendary college football coach and analyst, Lou Holtz once said: "When all is said and done, more is said than done." These few, yet extremely profound words explain one of the biggest predicaments that individuals face today. Many of us as individuals say we want to be successful, happy, and influential. Yet, very, very few of us follow up what we say - whether said to others or ourselves - with specific actions that move us directly toward those goals.

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.

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.

Millions of people access Microsoft Teams every day to assist with the collaboration it takes to get work done. If you're new to Microsoft Teams, start here. This book will give you must-have insight on chatting, file sharing, organizing teams, using video communication, and more. You'll also see just how you should be doing things, with best-practice recommendations and ideas for integrating Microsoft Teams into your existing workflows.

What's more exciting than a prison break? Frank Morris and John and Clarence Anglin escaped from Alcatraz in 1962 and have never been caught. Many authorities are certain they died crossing San Francisco Bay. Relatives claim they made it to Brazil. The theories of what happened to them are endless.

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.

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 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.

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.

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.

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 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.

Productive Failure shows you how to design the experience of failing. Research shows that repeated experiences of intriguing, constructive failure can help students develop creativity and learn more deeply. When carefully curated, failure can become a signal for learning, not the noise detracting from it. Learners gain a lifelong readiness to push themselves outside of their comfort zones, using setbacks as launchpads.

🌈 Meet Jaden and His Magical Friend Bubble! Want to know why the sky is blue? Or how clouds make rain? Join Jaden and his tiny fairy friend Bubble on their amazing sky adventures! What's Inside this short stories for kids magical book: • Fun stories about clouds, weather, and rainbows • Beautiful pictures on every page • Easy-to-understand science facts • Magical adventures that make learning fun Perfect For: • Kids who love stories about magic and science (Ages 6-10) • Bedtime reading with mom and dad • Beginning readers • Curious minds who ask "why?" and "how?" Why Kids...

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).

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.

Are you intrigued by the world of AI and data engineering? Do you find yourself captivated by the potential of these technologies to transform businesses and industries? If so, Data Engineering and AI for Beginners is the introductory guide you've been searching for. In today’s fast evolving digital landscape where data is lifeblood, those who harness its flow hold the keys to game-changing insights. This book addresses the very challenges and questions that have been on your mind: What is Data Engineering? How Does AI Fit into the Picture? Is This for Me, a Beginner? What Tools and ...

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!