Professional 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.

After Jim O’Connell graduated from Harvard Medical School and was nearing the end of his residency at Massachusetts General, the hospital’s chief of medicine made a proposal: Would he defer a prestigious fellowship and spend a year helping to create an organization to bring health care to homeless citizens? That year turned into O’Connell’s life’s calling. Tracy Kidder spent five years following Dr. O’Connell and his colleagues as they work with thousands of homeless patients, some of whom we meet in this illuminating book.

The Emperor of Scent tells of the scientific maverick Luca Turin, a connoisseur and something of an aesthete who wrote a bestselling perfume guide and bandied about an outrageous new theory on the human sense of smell. Drawing on cutting-edge work in biology, chemistry, and physics, Turin used his obsession with perfume and his eerie gift for smell to turn the cloistered worlds of the smell business and science upside down, leading to a solution to the last great mystery of the senses: how the nose works.

In this groundbreaking epic biography, Douglas Brinkley draws on never-before-published materials to examine the life and achievements of our "naturalist president." By setting aside more than 230 million acres of wild America for posterity between 1901 and 1909, Theodore Roosevelt made conservation a universal endeavor. This crusade for the American wilderness was perhaps the greatest U.S. presidential initiative between the Civil War and World War I.

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.

Now settled into the sleepy Yorkshire village of Darrowby, and married to Helen the farmer’s daughter, James Herriot thinks he’s finally got himself sorted. But life as a vet in the 1930s was never going to be easy. Quite aside from his unpredictable colleagues, brothers Siegfried and Tristan Farnon, he must contend with new-fangled medical techniques, delivering calves after far too much homemade wine, and a grudge-holding dog called Magnus who never forgets.

Her Space, Her Time shares the stories of women in physics and astronomy whose work expanded scientific understanding yet whose accomplishments are often overlooked—creating a thrilling account of scientific discovery, inspirational leadership and persistence in the face of overwhelming challenges. In shaping her narrative around the science that fascinated them and the social context in which they worked, award-winning quantum physicist Shohini Ghose champions these remarkable women’s contributions, which loom even larger given the misogyny and discrimination they faced.

On the shores of Lake Tanganyika, Gombe is a community where the principal residents are chimpanzees. Through Jane Goodall's eyes we watch young Figan's rise to power and old Mike's crushing defeat. We learn how one mother rears her children to succeed, and another dooms hers to failure. We witness horrifying murders, touching moments of affection, joyous births, and wrenching deaths. As Goodall compellingly tells the story of this intimately intertwined community, we are shown human emotions stripped to their essence. In the mirror of chimpanzee life, we see ourselves reflected.

The definitive biography of the most important economic statesman of our time, from the best-selling author of The Power Law and More Money Than God. Sebastian Mallaby's magisterial biography of Alan Greenspan, the product of over five years of research based on untrammeled access to his subject and his closest professional and personal intimates, brings into vivid focus the mysterious point where the government and the economy meet. To understand Greenspan's story is to see the economic and political landscape of our time in a whole new light.

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.

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.

Clever and ambitious, Emma Jung yearned to study the natural sciences at the University of Zurich. But the strict rules of proper Swiss society at the beginning of the 20th century dictated that a woman of Emma's stature - one of the richest heiresses in Switzerland - travel to Paris to "finish" her education, to prepare for marriage to a suitable man. Engaged to the son of one of her father's wealthy business colleagues, Emma's conventional and predictable life was upended when she met Carl Jung.

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.

Although Thomas Alva Edison was the most famous American of his time, and remains an international name today, he is mostly remembered only for the gift of universal electric light. His invention of the first practical incandescent lamp 140 years ago so dazzled the world - already reeling from his invention of the phonograph and dozens of other revolutionary devices - that it cast a shadow over his later achievements. In all, this near-deaf genius patented 1,093 inventions, not including others, such as the X-ray fluoroscope, that he left unlicensed for the benefit of medicine.

In 1993 Greg Mortenson was the exhausted survivor of a failed attempt to ascend K2, an American climbing bum wandering emaciated and lost through Pakistan's Karakoram Himalaya. After he was taken in and nursed back to health by the people of an impoverished Pakistani village, Mortenson promised to return one day and build them a school. From that rash, earnest promise grew one of the most incredible humanitarian campaigns of our time: Greg Mortenson's one-man mission to counteract extremism by building schools, especially for girls, throughout the breeding ground of the Taliban.

Unravel the enigmatic depths of Albert Einstein's mind in "Ideas and Opinions." This captivating collection, compiled by the master himself, unveils his diverse perspectives on science, philosophy, social issues, and even religion. Delve into the workings of relativity, ponder his nuanced views on faith, and journey with him as he advocates for peace, justice, and societal transformation.

"Ants are the most warlike of all animals, with colony pitted against colony.... Their clashes dwarf Waterloo and Gettysburg", writes Edward O. Wilson in his most finely observed work in decades. In a myrmecological tour to such far-flung destinations as Mozambique and New Guinea, the Gulf of Mexico's Dauphin Island and even his parents' overgrown yard back in Alabama, Wilson thrillingly evokes his nine-decade-long scientific obsession with more than 15,000 ant species.

Justice Gorsuch draws on his 30-year career as a lawyer, teacher, judge, and justice to explore essential aspects our Constitution, its separation of powers, and the liberties it is designed to protect. He discusses the role of the judge in our constitutional order, and why he believes that originalism and textualism are the surest guides to interpreting our nation’s founding documents and protecting our freedoms. He explains, too, the importance of affordable access to the courts in realizing the promise of equal justice under law.

The life story of Gary Gygax, godfather of all fantasy adventure games, has been told only in bits and pieces. Michael Witwer has crafted a dynamic, dramatized biography of Gygax from his childhood in Lake Geneva, Wisconsin, to his untimely death in 2008. Gygax’s magnum opus, Dungeons & Dragons, would explode in popularity throughout the 1970s and ’80s and irreversibly alter the world of gaming. Gygax’s involvement in the industry lasted long after his dramatic and involuntary departure, and his footprint can be seen in the role-playing genre he is largely responsible for creating.

Dr. Peter McGraw, founder of the Humor Research Lab at the University of Colorado Boulder, teamed up with journalist Joel Warner on a far-reaching search for the secret behind humor. Their journey spanned the globe, from New York to Japan, from Palestine to the Amazon. Meanwhile, the duo conducted their own humor experiments along the way-to wince-worthy, hilarious, and illuminating results.