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.

In this one-of-a-kind memoir, Jack Clemons - a former lead engineer in support of NASA - takes listeners behind the scenes and into the inner workings of the Apollo and Space Shuttle programs during their most exciting years. Discover the people, the events, and the risks involved in one of the most important parts of space missions: bringing the astronauts back home to Earth. Clemons joined Project Apollo in 1968, a young engineer inspired by science fiction and electrified by John F. Kennedy's challenge to the nation to put a man on the moon.

Anthony Fokker: The Flying Dutchman Who Shaped American Aviation tells the larger-than-life true story of maverick pilot and aircraft manufacturer Anthony Fokker. Fokker came from an affluent Dutch family. Despite not receiving a traditional education, he stumbled his way into aviation as a young stunt pilot in Germany in 1910. He survived a series of spectacular crashes and rose to fame. A combination of industrial espionage, luck, and deception then propelled him to become Germany's leading WWI aircraft manufacturer. When the German Revolution swept the country, Fokker made a spectacular escape to the US.

Over a half century, Malibu went from an untamed ranch in the middle of nowhere to a paradise seeded with movie stars. Behind its transformation is the love story of Frederick and May Rindge. He was a Harvard-trained confidant of presidents; she grew up on a hardscrabble Midwestern farm; yet their unlikely bond would shape history.

In 1919, British scientists led extraordinary expeditions to Brazil and Africa to test Albert Einstein's revolutionary new theory of general relativity in what became the century's most celebrated scientific experiment. The result ushered in a new era and made Einstein a global celebrity by confirming his dramatic prediction that the path of light rays would be bent by gravity. Today, Einstein's theory is scientific fact. Yet the effort to "weigh light" by measuring the gravitational deflection of starlight during the May 29, 1919, solar eclipse has been clouded by myth and skepticism.

A pioneering neuroscientist shares his story of growing up in one of Miami's toughest neighborhoods and how it led him to his groundbreaking work in drug addiction. As a youth, Carl Hart didn't realize the value of school; he studied just enough to stay on the basketball team. At the same time, he was immersed in street life. Today he is a cutting-edge neuroscientist - Columbia University's first tenured African American professor in the sciences.

For decades there have been two iconic Japanese auto companies. One has been endlessly studied and written about. The other has been generally underappreciated and misunderstood. Until now. Since its birth as a motorcycle company in 1949, Honda has steadily grown into the world’s fifth largest automaker and top engine manufacturer, as well as one of the most beloved, most profitable, and most consistently innovative multinational corporations.

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.

In 1953, a 27-year-old factory worker named Henry Molaison - who suffered from severe epilepsy - received a radical new version of the then-common lobotomy, targeting the most mysterious structures in the brain. The operation failed to eliminate Henry’s seizures, but it did have an unintended effect: Henry was left profoundly amnesic, unable to create long-term memories. Over the next 60 years, Patient H.M., as Henry was known, became the most studied individual in the history of neuroscience, a human guinea pig who would teach us much of what we know about memory today.

The story of the young sociologist who studied a Chicago crack-dealing gang from the inside captured the world's attention when it was first described in Freakonomics. Gang Leader for a Day is the fascinating full story of how Sudhir Venkatest managed to gain entree into the gang, what he learned, and how his method revolutionized the academic establishment.

After the publication of Atlas Shrugged in 1957, Ayn Rand occasionally lectured in order to bring her philosophy of Objectivism to a wider audience and apply it to current cultural and political issues. These taped lectures and the question-and-answer sessions that followed added not only an eloquent new dimension to Ayn Rand's ideas and beliefs, but a fresh and spontaneous insight into Ayn Rand herself.

Stress Test is the story of Tim Geithner’s education in financial crises. As president of the Federal Reserve Bank of New York and then as President Barack Obama’s secretary of the Treasury, Timothy F. Geithner helped the United States navigate the worst financial crisis since the Great Depression, from boom to bust to rescue to recovery.

Considered to be the world’s foremost post-Jungian thinker, James Hillman is known as the founder of archetypal psychology and the author of more than 20 books, including the bestselling title The Soul’s Code. In The Making of a Psychologist, we follow Hillman from his youth in the heyday of Atlantic City, through post-war Paris and Dublin, travels in Africa and Kashmir, and onward to Zurich and the Jung Institute, which appointed him its first director of studies in 1960.

When leading Princeton physicist Paul Steinhardt began working in the 1980s, scientists thought they knew all the conceivable forms of matter. The Second Kind of Impossible is the story of Steinhardt’s 35-year-long quest to challenge conventional wisdom. It begins with a curious geometric pattern that inspires two theoretical physicists to propose a radically new type of matter - one that raises the possibility of new materials with never-before-seen properties but that violates laws set in stone for centuries.

Considered by many to be the most important philosopher ever, Plato was born into a well-to-do family in wartime Athens at the end of the fifth century BCE. He finally decided to go into politics, but became disillusioned, especially after the Athenians condemned his teacher, Socrates, to death. He began teaching in his twenties and later founded the Academy, the world's first higher-educational research and teaching establishment. Eventually, he returned to practical politics and spent a considerable amount of time and energy trying to create a constitution for Syracuse in Sicily.

Most any honest person can own up to harboring at least one fast-food guilty pleasure. In Drive-Thru Dreams, Adam Chandler explores the inseparable link between fast food and American life for the past century. The dark underbelly of the industry’s largest players has long been scrutinized and gutted, characterized as impersonal, greedy, corporate, and worse. But, in unexpected ways, fast food is also deeply personal and emblematic of a larger-than-life image of America.

Parents Angelina and Ben exist in enviable luxury: not just wealth, success and a gorgeous home, but a loving relationship and beautiful twin babies to complete the perfect family. But having it all means that you have the most to lose. And when cracks begin to appear things fall apart at a shocking pace; and it's twins Max and Mia who suffer the most. Money isn't enough to paper over the problems in this extraordinary and heartbreaking story. It is a foster-caring experience like no other, and one which tests Louise's emotional strength to the core.

Including letters, speeches, articles, and essays written before 1935, this collection offers a complete portrait of Einstein as a humanitarian and as a human being trying to make sense of the world changing around him.

Aristotle said that philosophy begins with wonder, and the first Western philosophers developed theories of the world which express simultaneously their sense of wonder and their intuition that the world should be comprehensible. But their enterprise was by no means limited to this proto-scientific task. Through, for instance, Heraclitus's enigmatic sayings, the poetry of Parmenides and Empedocles, and Zeno's paradoxes, the Western world was introduced to metaphysics, rationalist theology, ethics, and logic.

From the time she was a girl, Jane Goodall dreamed of a life spent working with animals. Finally she had her wish. When she was 26 years old, she ventured into the forests of Africa to observe chimpanzees in the wild. On her expeditions she braved the dangers with leopards and lions in the African bush. And she got to know an amazing group of wild chimpanzees - intelligent animals whose lives, in work and play and family relationships, bear a surprising resemblance to our own.