Learning Science

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning.

Master the FAR/AIM with Confidence: Your Complete Aviation Study Guide! Struggling with complex aviation regulations? Feeling overwhelmed by the FAR/AIM requirements? This comprehensive audiobook is your key to mastering aviation rules and regulations with ease! Designed by experienced pilots and flight instructors, this guide breaks down complex concepts into clear, digestible segments. Whether you're preparing for your checkride, studying for exams, or updating your knowledge, we've got you covered!

In 2007, when a new edition of the Oxford Junior Dictionary - widely used in schools around the world - was published, a sharp-eyed reader soon noticed that around 40 common words concerning nature had been dropped. Apparently they were no longer being used enough by children to merit their place in the dictionary. Ten years later, Robert Macfarlane and Jackie Morris set out to make a “spell book” that will conjure back 20 of these lost words and the beings they name, from acorn to wren.

In today's complex world, parenting a girl is harder than ever. It takes more than love. It takes insight into the things that make your daughter tick as she grows from childhood to young adulthood. Spiced with stories, humor, and much reassurance, Raising Girls will help you encourage your daughter, challenge her, love her, and help her discover who God is creating her to be.

Award-winning journalist Mike Hixenbaugh delivers the immersive and eye-opening story of Southlake, Texas, a district that seemed to offer everything parents would want for their children—small classes, dedicated teachers, financial resources, a track record of academic success, and school spirit in abundance.

Why does writing exist? What does it mean to those who write? Born from the interplay of natural and cultural history, the seemingly magical act of writing has continually expanded our consciousness. Portrayed in mythology as either a gift from heroes or a curse from the gods, it has been used as both an instrument of power and a channel of the divine, a means of social bonding and of individual self-definition.

Everybody has secrets, and former US presidents are no exception. Discover which stories about America’s past leaders are true and which ones are just tall tales.

Fat is an obsession, a dirty word, a subject of national handwringing - and, according to biochemist Sylvia Tara, the least understood part of our body. You may not love your fat, but your body certainly does. In fact your body is actually endowed with many self-defense measures to hold on to fat. For example, fat can use stem cells to regenerate; increase our appetite if it feels threatened; and use bacteria, genetics, and viruses to expand itself. The secret to losing 20 pounds? You have to work with your fat, not against it.

With growing academic responsibilities, family commitments, and inboxes, scholars are struggling to fulfill their writing goals. A finished book - or even steady journal articles - may seem like an impossible dream. But, as Joli Jensen proves, it really is possible to write happily and productively in academe. Jensen begins by busting the myth that universities are supportive writing environments. She points out that academia, an arena dedicated to scholarship, offers pressures that actually prevent scholarly writing.

GET TO KNOW YOUR DOG. Renowned expert dog trainer and bestselling author of Lucky Dog Lessons Brandon McMillan unpacks the unique and often misunderstood 15,000-year evolutionary history governing a dog’s every move.

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.

In Teaching White Supremacy, Donald Yacovone shows us the clear and damning evidence of white supremacy’s deep-seated roots in our nation’s education system in a fascinating, in-depth examination of America’s wide assortment of texts, from primary readers to college textbooks and other higher-ed course materials. Sifting through a wealth of materials, from the colonial era to today, Yacovone reveals the systematic ways in which white supremacist ideology has infiltrated American culture and how it has been at the heart of our collective national identity.

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

A 2006 report commissioned by Brown University revealed that institution's complex and contested involvement in slavery - setting off a controversy that leapt from the ivory tower to make headlines across the country. But Brown's troubling past was far from unique. In Ebony and Ivy, Craig Steven Wilder, a rising star in the profession of history, lays bare uncomfortable truths about race, slavery, and the American academy.

To most of us, it seems like recent developments in artificial intelligence emerged out of nowhere to pose unprecedented threats to humankind. But to Dr. Joy Buolamwini, who has been at the forefront of AI research, this moment has been a long time in the making.

Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Taking inspiration from the human mind, professors Gary Marcus and Ernest Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.

Leading an HVAC company can seem like a daunting task, with too few hours in the day, too many petty management issues, and problems HVAC contractors in large businesses don't seem to face. The E-Myth HVAC Contractor offers you a road map to create a business that's self-sufficient, growing, and highly profitable. Take your company to levels you didn't think possible with this unique guide!

Stories mould who we are, from our character to our cultural identity. They drive us to act out our dreams and ambitions, and shape our politics and beliefs. We use them to construct our relationships, to keep order in our law courts, to interpret events in our newspapers and social media. Storytelling is an essential part of what makes us human.

If you're the parent of a "smart but scattered" teen, trying to help him or her grow into a self-sufficient, responsible adult may feel like a never-ending battle. Now you have an alternative to micromanaging, cajoling, or ineffective punishments. This positive guide provides a science-based program for promoting teens' independence by building their executive skills - the fundamental brain-based abilities needed to get organized, stay focused, and control impulses and emotions.

We all want to live more healthily and ethically. This book is for anyone interested in veganism, its ideals, and what even nonvegans can learn from its practice. Through a personal and often irreverent lens, the authors explore a variety of contemporary topics related to animal use: from the basics of vegan logic to politics, economics, love, and other aspects of being human, each chapter draws you into a thought-provoking conversation about your daily ethical decisions.