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.

If it weren't for the 57 bus, Sasha and Richard never would have met. Both were high school students from Oakland, California, one of the most diverse cities in the country, but they inhabited different worlds. Sasha, a white teen, lived in the middle-class foothills and attended a small private school. Richard, a black teen, lived in the crime-plagued flatlands and attended a large public one. Each day, their paths overlapped for a mere eight minutes. But, one afternoon, on the bus ride home from school, a single reckless act left Sasha severely burned.

Are you looking to expand your skill set to increase your value in the job market? If you have a knack for problem-solving, coding can be a rewarding and fun skill to learn. Coding is one of the most in-demand skills that employers are looking for, and they are willing to pay for it. Monster.com, a popular job search site, reports that jobs requiring coding skills pay an average of $22,000 more per year, compared to other noncoding jobs.

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.

There are so many Latin phrases in everyday use that often we use them without understanding the background and context within which they were actually used. 'Carpe diem'; 'Stet'; 'Memento mori'; 'Et tu Brute' – examples would fill a book. And often these phrases are also used in English translation: 'The die is cast'; 'crossing the Rubicon'; 'Rome was not built in a day'.

Everything you were taught about evolution is wrong. In this shocking book, Berkeley-educated doctor of biology Jonathan Wells lets you in on scientific discoveries you won't learn about from college and high-school textbooks - and reveals a dirty little secret known only to some of his fellow biologists.

On the morning of July 3, 1994, a misreported forest fire on Storm King Mountain in Colorado became one of the greatest tragedies in the annals of firefighting. In this dramatic reconstruction of the disaster and its aftermath, John N. MacLean tells the heroic and cautionary story of nature at its most unforgiving.

Drawing on her life’s work, Bettina Love persuasively argues that educators must teach students about racial violence, oppression, and how to make sustainable change in their communities through radical civic initiatives and movements. She argues that the US educational system is maintained by and profits from the suffering of children of color. Instead of trying to repair a flawed system, educational reformers offer survival tactics in the forms of test-taking skills, acronyms, grit labs, and character education, which Love calls the educational survival complex.

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.

Evan Hundhausen is an author and has won awards in fiction, journalism, poetry, screenplay and playwriting. Whether writing about an allergy to a letter in the alphabet, an usher who can’t stand ‘fuglies,’ an actor who clones himself for a part, Evan Hundhausen’s short stories “will surely touch your heart and mind” (see Review below). His off-beat, noir and comedic stories have been said to remind readers of Fitzgerald and Hemingway (see Review below). Reviews: "I'm very happy they let Evan out of the home on occasion in order to wander among normal people and ply his trade, ...

Bring the world of big data into focus with "Data Science in Action." This comprehensive guide delivers a clear, definitive exploration of data science for novices and experts alike. Starting with a fascinating introduction into the world of data science, this eBook covers everything from basic definitions to the roles and responsibilities within the field. It’s time to demystify the vocabulary and discover what it really means to be a data scientist. Dive deep into the mechanics of data, understand its types, uncover the importance of data collection and learn how to manage it ...

What does it mean to be smart? To be human? What do we really want from life and the intelligence we have, or might create? With deep and exclusive reporting, across hundreds of interviews, New York Times Silicon Valley journalist Cade Metz brings you into the rooms where these questions are being answered. Where an extraordinarily powerful new artificial intelligence has been built into our biggest companies, our social discourse, and our daily lives, with few of us even noticing.

Jean-Benoît Nadeau and Julie Barlow spent a decade traveling back and forth to Paris as well as living there. Yet one important lesson never seemed to sink in: how to communicate comfortably with the French, even when you speak their language. In The Bonjour Effect, Jean-Benoît and Julie chronicle the lessons they learned after they returned to France to live, for a year, with their twin daughters. They offer up all the lessons they learned and explain the most important aspect of all: the French don't communicate, they converse.

The process of learning new terms requires you to understand their relationship with other terms and concepts. After getting this language in the bones, you will find your understanding of the overall subject matter also increases, leading to fast acquisition of new knowledge. Yet, the biggest problem is the outdated teaching method most professors use to hammer the terms in your brain. With our updated approach, you will memorize the terms twice as fast and more effectively.

People are now exposed to more information than ever before, provided both by technology and by increasing access to every level of education. These societal gains, however, have also helped fuel a surge in narcissistic and misguided intellectual egalitarianism that has crippled informed debates on any number of issues. Today, everyone knows everything and all voices demand to be taken with equal seriousness, and any claim to the contrary is dismissed as undemocratic elitism.

Unravel the secrets of the AI revolution in just 7 days, even if you've never written a line of code! Do terms like "Machine Learning" or "Neural Networks" confuse you? Eager to understand AI but unsure where to start? You're not alone. Many believe mastering AI is only for tech experts. But here's the truth: Anyone can learn AI, and this guide shows you how!

This is the remarkable story of the English language; from its beginnings as a minor guttural Germanic dialect to its position today as a truly established global language. The Adventure of English is not only an enthralling story of power, religion, and trade, but also the story of people, and how their lives continue to change the extraordinary language that is English.

Written by two expert authors who have won secured millions of dollars in government and foundation grants, The Only Grant-Writing Book You'll Ever Need is the classic book on grant seeking, providing a comprehensive, step-by-step guide for government, nonprofit, and individual grant seekers. Drawing on decades of experience in grant writing and professional development, Ellen Karsh and Arlen Sue Fox demystify the process of securing grants while offering indispensable advice from funders and recipients.

Authored by Noel Benford, a seasoned Certified Flight Instructor from New York, this guide gives you the most common questions students have been asked during recent exams. Benford shares his extensive experience and insights giving you a significant advantage, ensuring your thoroughly prepared for the exam.

With increasingly sophisticated video games being consumed by an enthusiastic and expanding audience, the pressure is on game developers like never before to deliver exciting stories and engaging characters. With Video Game Storytelling, game writer and producer Evan Skolnick provides a comprehensive yet easy-to-follow guide to storytelling basics and how they can be applied at every stage of the development process - by all members of the team.