Learning Science

Real-World Machine Learning will teach you the concepts and techniques you need to be a successful machine learning practitioner without overdosing you on abstract theory and complex mathematics. By working through immediately relevant examples in Python, you'll build skills in data acquisition and modeling, classification, and regression. You'll also explore the most important tasks like model validation, optimization, scalability, and real-time streaming. When you're done, you'll be ready to successfully build, deploy, and maintain your own powerful ML systems.

In a fractured world plagued by anxiety and loneliness, knitting is coming to the rescue of people from all walks of life. Economist and lifelong knitter Loretta Napoleoni unveils the hidden power of the purl and stitch mantra: an essential tool for the survival of our species, a means for women to influence history, a soothing activity to calm us, and a powerful metaphor of life.

Authored by experts and authorities in the field and professionally narrated by a medical doctor for accuracy, this crash course is a valuable tool both during school and when preparing for the USMLE, or if you're simply interested in family medicine.

In this startling group memoir, four friends - Black and White, gay and straight, immigrant and American-born - use Toni Morrison’s novels as a springboard for intimate and revealing conversations about the problems of everyday racism and living whole in times of uncertainty. Tackling everything from first love and Soul Train to police brutality and the Black Lives Matter movement, the authors take up what it means to read challenging literature collaboratively and to learn in public as an act of individual reckoning and social resistance.

Want to cook fluffier scrambled eggs and more flavorful sauces, keep your greens brilliantly green, and make everything taste more delicious? KitchenWise combines beloved cooking expert Shirley Corriher’s down-to-earth advice with scientific expertise to address everyday cooking issues. Whether you are a beginning cook or a professional chef, Shirley’s guidance will save you time, and let you know exactly what to do behind the stove.

Fed up with his family, Ralph decides to hop on his motorcycle and head down the road to Happy Acres Camp. Unfortunately, life at camp is not all peanut butter-and-jelly sandwiches! A strict watchdog, a mouse-hungry cat, and a troubled boy named Garf keep Ralph on his toes and away from his precious motorcycle. Perhaps home is not such a bad place to be, if only Ralph can find a way to get there again!

The strong races rule the galaxy, doing as they please. The weak are enslaved or driven from their homeworlds or simply exterminated by the ruling powers. The Solar Union's only hope of survival is to master GalTech and improve upon it before the Galactics realize the human race is no longer trapped on a primitive world, at the mercy of any spacefaring race who stumbles across it. But GalTech keeps its secrets close, and time is not on humanity's side.

Founded in 1970, NPR is America’s most powerful broadcast news network. Despite being overshadowed by the larger and more glamorous PBS, public radio has long been home to shows such as All Things Considered, Morning Edition, and This American Life that captivate millions of listeners in homes, cars, and workplaces across the nation. NPR and its hosts are a cultural force and a trusted voice, and they have created a mode of journalism and storytelling that helps Americans understand the world in which we live.

Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production. In Deep Learning Patterns and Practices you will learn: Internal functioning of modern convolutional neural networks, procedural reuse design pattern for CNN architectures, models for mobile and IoT devices, assembling large-scale model deployments, optimizing hyperparameter tuning, and migrating a model to a production environment.

This volume also includes a collection of essays entitled The Educational Frontier, Dewey's articles on logic, the outlawry of war, and philosophy for the Encyclopedia of the Social Sciences, and his reviews of Alfred North Whitehead's Adventures of Ideas, Martin Schutze's Academic Illusions in the Field of Letters and the Arts, and Rexford G. Tugwell's Industrial Discipline and the Governmental Arts.

Written by students, for students, Law School Confidential has been the "must-have" guide for anyone thinking about, applying to, or attending law school for more than a decade. And now, in this newly revised third edition, it's more valuable than ever. This isn't the advice of graying professors or battle-scarred practitioners long removed from law school. Robert H. Miller has assembled a blue-ribbon panel of recent graduates from across the country to offer realistic and informative firsthand advice about what law school is really like.

David Bodanis demystifies the world's most famous equation, explaining its science and bringing it to life. He makes clear the astonishing array of discoveries and consequences it made possible and its impact on our daily lives. At last, the masses can understand that Einstein did nothing less than open the door to the inner structure of the universe.

A bonzer (p. 288) discussion of the strange but dinkum (p. 289) pedigree (p. 224) of the naughty (p. 202), nice (p. 212), and, sometimes, obscene (p. 217) English language. We live in a torrent of words — from radio and television, books and newspapers, and now from the internet. But, as Julian Burnside reminds us in this new edition of the bestselling Wordwatching, words are a source both of pleasure and power, and can be deployed for good or for ill.

Kids walk into schools full of wonder and questions. How you, as an educator, respond to students' natural curiosity can help further their own exploration and shape the way they learn today and in the future. The traditional system of education requires students to hold their questions and compliantly stick to the scheduled curriculum. But our job as educators is to provide new and better opportunities for our students. It's time to recognize that compliance doesn't foster innovation, encourage critical thinking, or inspire creativity.

The Critique of Pure Reason is a work that examines the faculty of reason and the qualities inherent in human thought. Before this time the influence of the knower on that which was sought to be known was not considered in a thorough and developed manner. Kant attempted with this critique to establish a limit to the knowable based on the nature of human cognition. His work was an attempt to address the failings in philosophy and metaphysics and provide a solid foundation for the proper use of reason to expand knowledge.

As tech products become more prevalent today, the demand for machine learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way.

The Secrets of Droon is an ongoing epic saga published for listeners who enjoy fantasy at its most exciting and engaging. This much-lauded series was cited by the American Booksellers Association as one of the top ten works to read while waiting for the next Harry Potter, and finally makes its audio debut. Fast, whimsical action, engaging characters, and surprising, imaginative situations are the hallmarks of The Secrets of Droon, one of the best-selling series for its age group.

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.

How to Teach Anything takes what academics know about education and pedagogy and translates it all into real-world skills and techniques. The learning brain works in very predictable ways, and we can use this to our advantage. Whether you are a student, tutor, professor, teacher, or even TA, understand how information takes hold and becomes useful.

In their book, The Art and Science of Low Carbohydrate Living Jeff S. Volek and Stephen D. Phinney make a convincing argument that the human body does not NEED carbohydrates to survive and provide the science behind their claims.