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.

This is the Pulitzer Prize-winning biography of John Muir, the rugged individualist and passionate protector of the wild who saw that the encroachment of civilization into nature would threaten civilization itself.

From the authors of the New York Times bestselling Plague of Corruption comes the prescription on how to end the plague infecting our medical community.

When former New York Times journalist Dan Koeppel texted his cousin Robert Meyer, a 20-year veteran of the emergency room at Montefiore Medical Center in the Bronx, at the beginning of the COVID-19 crisis in the United States, he expected to hear that things were hectic. On a scale of 1 to 10, 10 being overwhelmed, where do you think you are? Koeppel asked. Meyer’s grave reply - 100 - was merely the cusp of the crisis that would soon touch every part of the globe.

They never knew how he did it. Few composers write more than one or two symphonies in their lifetimes. Beethoven spent a year on his shorter symphonies but more than six years on his 9th Symphony. The prodigy Mozart finished his last three symphonies (39, 40, and 41) in the span of a few weeks. His 25th Symphony took only two days.

Filled with sharply drawn, emotionally powerful senses, Walk Through Fire traces the hardships Sheila faced in her marriage and her professional life. Despite her skills as a violinist and music teacher, as well as her obvious entrepreneurial talent, she had to fight to overcome self-doubt and fears of failure. Sheila vividly details her struggles, including battling institutional racism, losing a child, suffering emotional abuse in her thirty-three-year marriage, and plunging into a deep depression with her divorce. And yet, out of that pain came renewed purpose and meaning.

Navigating poverty, violence, and instability, a young James Plummer had two guiding stars - a genius IQ and a love of science. But a bookish nerd is a soft target, and James faced years of bullying and abuse. As he struggled to survive his childhood in some of the country’s toughest urban neighborhoods in New Orleans, Houston, and LA, and later in the equally poor backwoods of Mississippi, he adopted the persona of “gangsta nerd” - dealing weed in juke joints while winning state science fairs with computer programs that model Einstein’s theory of relativity.

On May 10, 1998, biologist Craig Venter, director of the Institute for Genomic Research, announced that he was forming a private company that within three years would unravel the complete genetic code of human life, seven years before the projected finish of the U.S. government's Human Genome Project. Venter hoped that by decoding the genome ahead of schedule, he would speed up the pace of biomedical research and save the lives of thousands of people. He also hoped to become very famous and very rich.

about growing up in a town that’s slowly fading away.

Homer and his close buddies, who call themselves the Rocket Boys, are high school seniors in 1959. Their rocket building experiments amaze the locals, thanks to top-quality moonshine for fuel, “liberated” materials, and Homer’s self-taught understanding of higher math. But no matter how brilliant their experiments are, they can do little to help preserve Coalwood’s way of life.

Heather is pale and thin, seventeen and pregnant with twins when Patricia Harman begins to care for her. Over the course of the next five seasons Patsy will see Heather through the loss of both babies and their father. She will also care for her longtime patient Nila, pregnant for the eighth time and trying to make a new life without her abusive husband. And Patsy will try to find some comfort to offer Holly, whose teenage daughter struggles with bulimia. She will help Rebba learn to find pleasure in her body and help Kaz transition into a new body.

How big is the universe? In the early twentieth century, scientists took sides. One held that the entire universe was contained in the Milky Way galaxy. Their champion was the strong-willed astronomer Harlow Shapley. Another camp believed that the universe was so vast that the Milky Way was just one galaxy among billions—the view that would prevail, proven by the equally headstrong Edwin Hubble.

"I am hopelessly and forever a mountaineer," John Muir wrote. "Civilization and fever and all the morbidness that has been hooted at me has not dimmed my glacial eye, and I care to live only to entice people to look at Nature's loveliness. My own special self is nothing". In Donald Worster's magisterial biography, John Muir's "special self" is fully explored as is his extraordinary ability, then and now, to get others to see the sacred beauty of the natural world.

At the University of Wisconsin, Dr. Joshua Mezrich creates life from loss, transplanting organs from one body to another. In this intimate, profoundly moving work, he illuminates the extraordinary field of transplantation that enables this kind of miracle to happen every day.

Jim Thompson landed in Thailand at the end of World War II, a former American society dilettante who became an Asian legend as a spy and silk magnate with access to Thai worlds outsiders never saw. As the Cold War reached Thailand, America had a choice: Should it, as Thompson believed, help other nations build democracies from their traditional cultures or, as his ex-OSS friend Willis Bird argued, remake the world through deception and self-serving alliances? This book explores a key Cold War epidsode.

In a field of PhDs, Tim Samaras didn’t attend a day of college in his life. He chased storms with brilliant tools of his own invention and pushed closer to the tornado than anyone else ever dared. When he achieved what meteorologists had deemed impossible, it was as if he had snatched the fire of the gods. Yet even as he transformed the field, Samaras kept on pushing.

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.

Orcs and humans. Angels and devils. North and south. Harmony and discord. Threatened by competition in the space they popularized, Blizzard Entertainment looks to the stars to build a new franchise and evolve into a well-oiled machine. No longer the underdog, Blizzard North takes Diablo out of murky dungeons and across deserts, jungles, and snowy mountaintops.

A bioethicist’s eloquent and riveting memoir of opioid dependence and withdrawal - a harrowing personal reckoning and clarion call for change not only for government but medicine itself, revealing the lack of crucial resources and structures to handle this insidious nationwide epidemic.

Mary Anning was only 12 years old when, in 1811, she discovered the first dinosaur skeleton - of an ichthyosaur - while fossil hunting on the cliffs of Lyme Regis, England. Until Mary's incredible discovery, it was widely believed that animals did not become extinct.

Fresh out of medical residency, Dr. Benjamin Gilmer joined a rural North Carolina clinic only to find that its previous doctor shared his last name. Dr. Vince Gilmer was loved and respected by the community—right up until he strangled his ailing father and then returned to the clinic for a regular week of work. Vince’s eventual arrest for murder shocked his patients. How could their beloved doctor be capable of such violence? The deeper Benjamin looked into Vince’s case, the more he became obsessed with discovering what pushed a good man toward darkness.