Learning Science

Becoming a Data Head is a complete guide for data science in the workplace: covering everything from the personalities you’ll work with to the math behind the algorithms. The authors have spent years in data trenches and sought to create a fun, approachable, and eminently bingeable book. Anyone can become a Data Head—an active participant in data science, statistics, and machine learning. Whether you're a business professional, engineer, executive, or aspiring data scientist, this book is for you.

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.

What skills do you need to succeed today? How can you make better choices? In today's fast world, it's important to have certain skills for success. With so much fake news and information everywhere, critical thinking and logic are crucial. These skills help us think well and make good decisions. They help us understand why things are how they are, figure out what influences them, and come up with ways to make things better. One of the reasons most of us fall short in thinking critically is that our educational system doesn't teach critical thinking.

First published in Portuguese in 1968, Pedagogy of the Oppressed was translated and published in English in 1970. Paulo Freire's work has helped to empower countless people throughout the world and has taken on special urgency in the United States and Western Europe, where the creation of a permanent underclass among the underprivileged and minorities in cities and urban centers is ongoing. This 50th anniversary edition includes an updated introduction by Donaldo Macedo, a new afterword by Ira Shor, and many inspirational interviews.

In 1974, a federal judge ruled that Boston’s public schools were unconstitutionally segregated. The solution? A controversial experiment in desegregation known as “busing,” which would take children from majority-white schools and bus them to predominantly Black schools, and vice versa. In this dramatic audiobook full of surprising twists and fascinating characters, journalist Leon Neyfakh unpacks the history of busing in Boston and brings to life the human stories behind the headlines by talking to the people who saw what happened with their own eyes.

From science and technology to business and education, curiosity is often taken for granted as an unquestioned good. And yet, few people can define curiosity. Curiosity Studies marshals scholars from more than a dozen fields not only to define curiosity but also to grapple with its ethics as well as its role in technological advancement and global citizenship. While intriguing research on curiosity has occurred in numerous disciplines for decades, no rigorously cross - disciplinary study has existed - until now.

In this follow-up to Cultivating Genius, Dr. Gholdy Muhammad adds a fifth pursuit—joy—to her groundbreaking instructional model. She defines joy as more than celebration and happiness, but also as wellness, beauty, healing, and justice for oneself and across humanity. She shows how teaching from cultural and historical realities can enhance our efforts to cultivate identity, skills, intellect, criticality, and—indeed—joy for all students, giving them a powerful purpose to learn and contribute to the world.

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.

This groundbreaking book is your ultimate guide to understanding and leveraging the power of artificial intelligence. Whether you're a curious beginner, a tech enthusiast, or an entrepreneur ready to revolutionize your business, this guide provides you with everything you need to navigate the AI-driven future.

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.

If you read (or listen to) nothing else on artificial intelligence and machine learning, listen to these ten articles. We've combed through hundreds of Harvard Business Review articles and selected the most important ones to help you understand the future direction of AI, bring your AI initiatives to scale, and use AI to transform your organization.

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.

In A Mind for Numbers, Dr. Oakley lets us in on the secrets to learning effectively - secrets that even dedicated and successful students wish they’d known earlier. Contrary to popular belief, math requires creative, as well as analytical, thinking. Most people think that there’s only one way to do a problem, when in actuality, there are often a number of different solutions - you just need the creativity to see them.

Do you ever feel like you're too busy, too stressed, or just too distracted to concentrate and get work done? In Unlimited Memory you'll learn how the world's best memory masters get themselves to concentrate at will, anytime they want. When you can easily focus and concentrate on the task at hand and store and recall useful information, you can easily double your productivity and eliminate wasted time, stress, and mistakes at work. In this book you'll find all the tools, strategies, and techniques you need to improve your memory.

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.

The current emphasis on the body of research known as the Science of Reading has renewed the reading wars and raised challenging questions for balanced literacy teachers about the best way to teach reading. Instead of fueling the debate, Dr. Jan Burkins and Kari Yates have immersed themselves in the research and produced Shifting the Balance: 6 Ways to Bring the Science of Reading into the Balanced Literacy Classroom.

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.

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.

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 Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent - really - are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant methods of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought that led to recent achievements.