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.

A child's mind is hungry for knowledge, stimulation, the excitement of learning which school should provide, yet most American schools fall far short. From kindergarten through high school, our public educational system is among the worst in the developed world.

This comprehensive audiobook is your ultimate companion for LSAT success! Whether you're a first-time test-taker or looking to improve your score, our expert-crafted guide breaks down every section of the LSAT into manageable, easy-to-understand concepts.

A Lie Too Big to Fail asserts the idea that a government can never investigate itself in a crime of this magnitude. Was the convicted Sirhan Sirhan a willing participant? Or was he a mind-controlled assassin? It has fallen to independent researchers like Pease to lay out the evidence in a clear and concise manner, allowing listeners to form their theories about this event. Pease places the history of this event in the context of the era and provides shocking overlaps between other high-profile murders and attempted murders of the time.

This is the first time any of Scott's materials are being offered on audio and this audio presentation is being released before the physical 3rd editionis in print! Unlike most certification review books, this entertaining and informative audio review book ispresented in the "way we really think and talk in the Emergency Department."

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 ...

This book will teach and guide you though steps like saving files and understanding F1 - F12 keys. It's a great book to help start you out with your basic computer needs.

In this expansion of her 2017 commencement speech at her hometown Langley High, Lauren Graham reflects in her hilarious, relatable voice on growing up, pursuing your dreams, and living in the here and now. "Whatever path you choose, whatever career you decide to go after, the important thing," she writes, "is that you keep finding joy in what you're doing, especially when the joy isn't finding you." She reminds us to be curious and compassionate, no matter where life takes you.

In Mules and Men, some of the rich cultural heritage of black America is revealed and preserved. In the 1930s, Zora Neale Hurston returned to her home town of Eatonville, Florida, to collect and record the oral histories, songs, and sermons, many dating back to slavery times, that she remembered hearing as a child. These highly metaphorical folktales, "big old lies", and powerful songs helped her to recover her history, and preserve an important part of American culture.

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 2014, after a brief orientation course and a few fingerprinting sessions, Nicholson Baker became an on-call substitute teacher in a Maine public school district. He awoke to the dispatcher's five-forty a.m. phone call and headed to one of several nearby schools; when he got there, he did his best to follow lesson plans and help his students get something done. What emerges from Baker's experience is a complex, often touching deconstruction of public schooling in America.

Edge AI is transforming the way computers interact with the real world, allowing IoT devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations. With techniques like embedded machine learning, developers can capture human intuition and deploy it to any target—from ultra-low power microcontrollers to embedded Linux devices.

This book provides comprehensive education on the art and science of aquaponics at a University Level. The Science of Aquaponics book is the first of a series of three books that will prepare you to be able to not only work in an aquaponic facility, but also be a valued consultant in the planning, design, and development of aquaponic projects/ventures, regardless of the scale. The goal of this book is cut through the clutter and provide proven, useful education from a place of experience. In this book, you will learn: Aquaponics Fundamentals Applications/Benefits/History of Aquaponics ...

Lost in Thought is a passionate and timely reminder that a rich life is a life rich in thought. Today, when even the humanities are often defended only for their economic or political usefulness, Hitz says our intellectual lives are valuable not despite but because of their practical uselessness. And while anyone can have an intellectual life, she encourages academics in particular to get back in touch with the desire to learn for its own sake and calls on universities to return to the person-to-person transmission of the habits of mind and heart that bring out the best in us.

Jay Garfield, a leading expert on Buddhist philosophy, offers a brief and radically clear account of an idea that at first might seem frightening but that promises to liberate us and improve our lives, our relationships, and the world. Drawing on Indian and East Asian Buddhism, Daoism, Western philosophy, and cognitive neuroscience, Garfield shows why it is perfectly natural to think you have a self—and why it actually makes no sense at all and is even dangerous. Most importantly, he explains why shedding the illusion that you have a self can make you a better person.

Jake Keiser was living the life in Tampa, Florida, running a high-powered PR firm and juggling drink dates, shopping sprees, and charity galas. But at age thirty-eight, following a failed marriage, a series of miscarriages, and a still-blistering breakup, she began to suffer from extreme anxiety. Hit with the realization that no amount of Botox could fill the hole in her heart, she decided to make the impulse purchase of a lifetime and bought a farm in the middle of nowhere, Mississippi.

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.

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.

The greatest tool is the hardest to use. Machine learning is the world's most important general-purpose technology—but it's notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. What's missing? A specialized business practice suitable for wide adoption. In The AI Playbook, bestselling author Eric Siegel presents the gold-standard, six-step practice for ushering machine learning initiatives, aka predictive AI projects, from conception to deployment.

Edward Larson's classic, Summer for the Gods, received the Pulitzer Prize in History in 1998 and is the single most authoritative account of a pivotal event whose combatants remain at odds in school districts and courtrooms. For this edition Larson has added a new preface that assesses the state of the battle between creationism and evolution and points the way to how it might potentially be resolved.