Professional 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.

Little Jeff Pearce grew up in a postwar Liverpool slum. His father lived the life of an affluent gentleman whilst his mother was forced to steal bread to feed her starving children. Life was tough, and from the moment Jeff could walk he learned to go door to door, begging rags from the rich, which he sold down the markets. Leaving school at the age of 14, he embarked on an extraordinary journey and found himself, before the age of 30, a millionaire. Then, after a cruel twist of fate left him penniless, he, his wife and his children were forced out of their beautiful home.

This manual is a great approach to understand how the main components and systems of your car work, how to do some basic tests, and fix the most common problems.

Mathematics shapes almost everything we do. But despite its reputation as the study of fundamental truths, the stories we have been told about it are wrong—warped like the sixteenth-century map that enlarged Europe at the expense of Africa, Asia and the Americas. In The Secret Lives of Numbers, renowned math historian Kate Kitagawa and journalist Timothy Revell make the case that the history of math is infinitely deeper, broader, and richer than the narrative we think we know.

How to think clearly, act purposefully, overcome any obstacle, and find peace and happiness along the way. The Meditations is a collection of Marcus' personal journal entries. They were not intended for publication but to remind Marcus himself of his principles and priorities. As a result, they are intimate, direct, and extremely useful. This new edition is rendered in contemporary English, with a foreword by Sam Torode.

The Myers-Briggs Type Indicator is the most popular personality test in the world. It is used regularly by Fortune 500 companies, universities, hospitals, churches, and the military. Its language of personality types - extraversion and introversion, sensing and intuiting, thinking and feeling, judging and perceiving - has inspired television shows, Online dating platforms, and Buzzfeed quizzes. Yet despite the test's widespread adoption, experts in the field of psychometric testing, a $2 billion industry, have struggled to validate its results - no less account for its success.

Dr. Andrew Furey, an orthopedic surgeon, was sitting by the fireplace at his home in St John's, Newfoundland and Labrador, watching TV after work, when dreadful images of the aftermath of an earthquake in Haiti burst in on the cosy domestic scene. Human suffering on an epic scale was being documented in real time. Dr. Furey spent a sleepless night, and woke knowing he had to help in some way. In what has been a theme throughout Newfoundland and Labrador's history, he found himself answering the call.

Nikola Tesla, a Serbian immigrant, invented the radio, the induction motor, the neon lamp, and the remote control. Tesla's personal life was magnificently bizarre. Strikingly handsome and impeccably dressed, he was germophobic and never shook hands. He required nine napkins when he sat down to dinner. In later years, he ate only white food and conversed with the pigeons in Bryant Park. This clear, authoritative, and highly enjoyable biography takes account of all phases of this remarkable life.

Spaceflight historian Amy Shira Teitel tells the riveting story of the female pilots who each dreamed of being the first American woman in space. This dual biography of audacious trailblazers Jackie Cochran and Jerrie Cobb presents these fascinating and fearless women in all their glory and grit, using their stories as guides through the shifting social, political, and technical landscape of the time.

Tesla is the envy of the automotive world. Born at the start of the millennium, it was the first car company to be valued at $1 trillion. Its CEO, the mercurial, charismatic Elon Musk has become not just a celebrity but the richest man in the world. But Tesla’s success was far from guaranteed. Founded in the 2000s, the company was built on an audacious vision. Musk and a small band of Silicon Valley engineers set out to make a car that was quicker, sexier, smoother, and cleaner than any gas-guzzler on the road.

A work of immersive journalism steeped in a distinctively American social history and sparked by a personal quest, The Unsettlers traces the search for the simple life through the stories of new pioneers and what inspired each of them to look for - or create - a better existence. Captivating and clear-eyed, it dares us to imagine what a sustainable, ethical, authentic future might actually look like.

Eddie Huang was finally happy. Sort of. He'd written a best-selling book and was the star of a TV show that took him to far-flung places around the globe. His New York City restaurant was humming, his OKCupid hand was strong, and he'd even hung fresh Ralph Lauren curtains to create the illusion of a bedroom in the tiny apartment he shared with his younger brother, Evan, who ran their restaurant business. Then he fell in love - and everything fell apart.

In "My Inventions," Nikola Tesla, the visionary engineer often overshadowed by Edison, speaks for himself. This 1919 collection of articles offers a captivating blend of personal anecdotes, humorous reflections, and profound insights into his extraordinary creations. Listeners travel alongside Tesla as he recounts his childhood fascination with electricity, his pivotal role in developing the alternating current system, and his groundbreaking work on wireless communication, robotics, and even harnessing cosmic energy.

Over a 60-year career in public affairs, Vannevar Bush—engineer, inventor, educator, and public face of government-funded science—sought to eliminate roadblocks to innovation in science and technology. In Pieces of the Action, a collection of memoir-essays, he reflects on his role in shaping the policies and organizations that powered American research and development in the mid-20th century.

This is the memoir of James C. Hormel - a man who grew up feeling different not only because his family owned the Hormel “empire” and lived in a 26 bedroom house in a small Midwest town, but because he was gay at a time when homosexuality was not discussed or accepted. Outwardly he tried to live up to the life his father wanted for him - he was a successful professional, had married a lovely woman, and had children - but as volatile changes in the late 1960s impeded on the American psyche, Hormel realized that he could not hide his true self forever.

Nine million Americans are touched by aneurysms during their lifetimes. This is one story of love. Brainstorm is the candid and powerful memoir of the author's harrowing experience of an aneurysm and his road to recovery. It is a journey of love and devotion and a clash of medical beliefs and countercultures.

This thought-provoking and inspiring narrative uncovers the journey of a hidden pioneer whose ideas challenged the status quo and quietly shaped the future. Whether you're an entrepreneur, creative thinker, tech enthusiast, or lifelong learner, this audiobook will ignite your imagination and encourage you to see the world through the eyes of an unsung genius.

When Derek Yu released Spelunky for free in 2008, his roguelike-inspired platformer took the indie game community by storm with its combination of classic platform mechanics, extreme difficulty, and random level generation. Four years later, Spelunky's HD remake went on to become PC Gamer's Game of the Year and earn perfect scores from Polygon and Eurogamer. But how is a "perfect" game made?

" Je n'étais pas fait pour réussir. Né d'une mère immigrée d'origine bulgare et d'un père inconnu, j'ai grandi sans histoires dans le quartier de Beaugrenelle à Paris. Jusqu'au jour où ma mère se fait escroquer, tombe dans la dépression, l'alcoolisme, et perd tout ce qu'elle a. Y compris moi, son seul et unique fils. Pris en charge par l'Aide sociale à l'enfance, ballotté de familles d'accueil en foyers, mon monde bascule.

Ieri visionario altruista, salvatore dell'umanità impegnato in imprese ambiziose come liberarci dalla dipendenza dai combustibili fossili o colonizzare Marte, oggi Elon Musk si è spinto oltre l'industria automobilistica e quella aerospaziale per sfidare direttamente le politiche che plasmano gli Stati Uniti e non solo. Questo lo ha portato al centro di alcuni dei settori più complessi - dalla produzione industriale alla politica, dalla difesa alla tecnologia - mentre il suo comportamento sempre più imprevedibile solleva dubbi sulla sua stabilità e sulla sua capacità di giudizio.