Learning Science

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.

From earliest experimentation to habitual excess to full-blown abuse, 24-year-old Koren Zailckas leads us through her experience of a terrifying trend among young girls, exploring how binge drinking becomes routine, how it becomes "the usual". With the stylistic freshness of a poet and the dramatic gifts of a novelist, Zailckas describes her first sip at 14, alcohol poisoning at 16, blacked-out sexual experience at 19, and total disorientation after waking up in an unfamiliar New York City apartment at 22.

This House of Grief is a heartbreaking audiobook by one of Australia's most admired authors. Anyone can see the place where the children died. You take the Princes Highway past Geelong, and keep going west in the direction of Colac. Late in August 2006, soon after I had watched a magistrate commit Robert Farquharson to stand trial before a jury on three charges of murder, I headed out that way on a Sunday morning, across the great volcanic plain.

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.

Have you heard that language is violence and that science is sexist? Have you read that certain people shouldn't practice yoga? Or been told that being obese is healthy, that there is no such thing as biological sex, or that only White people can be racist? Are you confused by these ideas, and do you wonder how they have managed to challenge the logic of Western society? In this probing volume, Helen Pluckrose and James Lindsay document the evolution of the dogma that informs these ideas, from its coarse origins in French postmodernism to its refinement within activist academic fields.

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.

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.

The "true story" behind Alice in Wonderland! Princess Alyss Heart is brutally cast out of Wonderland by her vicious Aunt Redd, who beheads Alyss' mother ("Off with her head!" she cries) and begins to rule over Wonderland with an iron fist. Alyss escapes and is exiled to another world entirely, Victorian London. At age 20, she returns to Wonderland to battle Redd, reclaim the throne, and lead Wonderland into its next golden age of imagination.

What would it take to transform industrial-era schools into modern organizations capable of supporting deep learning for all? Jal Mehta and Sarah Fine's quest to answer this question took them inside some of America's most innovative schools and classrooms - places where educators are rethinking both what and how students should learn. The story they tell is alternately discouraging and hopeful. Drawing on hundreds of hours of observations and interviews at 30 different schools, Mehta and Fine reveal that deeper learning is more often the exception than the rule.

New York Times best-selling author Brian Jacques has millions of copies of his phenomenally popular Redwall series in print. Fans cannot get enough of the feasting, fighting, and fantastic adventures that fill every book.

As the digital world becomes more connected and data privacy concerns grow, traditional centralized machine learning models face serious limitations. Federated Learning presents a revolutionary approach—enabling intelligent agents to learn collaboratively across decentralized devices while keeping sensitive data where it originates. This book explores the architecture, techniques, and transformative potential of federated learning in environments that are dynamic, distributed, and data-rich.

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.

As data floods into your company, you need to put it to work right away—and SQL is the best tool for the job. With the latest edition of this introductory guide, author Alan Beaulieu helps developers get up to speed with SQL fundamentals for writing database applications, performing administrative tasks, and generating reports. You'll find new chapters on SQL and big data, analytic functions, and working with very large databases.

Unleash the power of Generative AI in less than 30 days. Turn tech curiosity into a practical skillset even if you're a beginner. Don't let your perception of what's difficult hold you back. This book is designed specifically with simplicity in mind, tailored for those who may be stepping into the world of AI for the first time. It is packed with interactive, up-to-date exercises and real-world applications, that will guide you every step of the way, ensuring that you stay connected to the most relevant and useful topics in AI.

Here, against a backdrop of late-night tattoo sessions and soldier-of-fortune trade shows, Dr. Thompson is at his apocalyptic best - covering emblematic events such as the 1987-88 presidential campaign, with Vice President George Bush, Sr., fighting for his life against Republican competitors like Alexander Haig, Pat Buchanan, and Pat Robertson; detailing the GOP's obsession with drugs and drug abuse; while at the same time capturing momentous social phenomena as they occurred, like the rise of cable, satellite TV, and CNN - 24 hours of mainline news.

There's more to writing a successful fantasy story than building a unique world or inventing a new type of magic. From the writing of strong, action-packed scenes to the creation of dynamic, multi-dimensional characters, fantasy author Deborah Chester guides novices and intermediate writers through a step-by-step process of story construction. Whether offering tips on how to test a plot premise or survive what she calls the dark dismal middle, Chester shares the techniques she uses in writing her own novels.

The deep-learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep-learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.

On July 22, 2011, Anders Behring Breivik detonated a bomb outside government buildings in central Oslo, killing eight people. He then proceeded to a youth camp on the island of Utøya, where he killed 69 more, most of them teenage members of Norway's governing Labour Party. In One of Us, the journalist Åsne Seierstad tells the story of this terrible day and what led up to it. What made Breivik, a gifted child from an affluent neighborhood in Oslo, become a terrorist?

Hear about some of the world's most messed-up medical mishaps. Find out how each procedure, tool, or surgery failed, the basic science that was missed, and what doctors learned from their mistakes.

Machine Learning for Absolute Beginners Third Edition has been written and designed for absolute beginners. This means plain-English explanations and no coding experience required.