Natural Science

Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions.

On the morning of December 26, 2004, on the southern coast of Sri Lanka, Sonali Deraniyagala lost her parents, her husband, and her two young sons in the tsunami she miraculously survived. In this brave and searingly frank memoir, she describes those first horrifying moments and her long journey since. She has written an engrossing, unsentimental, beautifully poised account: as she struggles through the first months following the tragedy, furiously clenched against a reality that she cannot face and cannot deny....

January 12, 1888, began as an unseasonably warm morning across Nebraska, the Dakotas, and Minnesota, the weather so mild that children walked to school without coats and gloves. But that afternoon, without warning, the atmosphere suddenly, violently changed. One moment the air was calm; the next the sky exploded in a raging chaos of horizontal snow and hurricane-force winds. Temperatures plunged as an unprecedented cold front ripped through the center of the continent.

A lifelong acolyte of the natural world, Annie Proulx brings her witness and research to the subject of wetlands and the vitally important role they play in preserving the environment—by storing the carbon emissions that accelerate climate change. Fens, bogs, swamps, and marine estuaries are crucial to the earth’s survival, and in four illuminating parts, Proulx documents their systemic destruction in pursuit of profit. Proulx describes the fens of 16th-century England, Canada’s Hudson Bay lowlands, Russia’s Great Vasyugan Mire, and America’s Okeefenokee National Wildlife Refuge.

Were dinosaurs really dumber than lizards? Why, after all, are roughly the same number of men and women born into the world? What led the famous Dr. Down to his theory of mongolism, and its racist residue? What do the panda's magical "thumb" and the sea turtle's perilous migration tell us about imperfections that prove the evolutionary rule? The wonders and mysteries of evolutionary biology are elegantly explored in these and other essays by the celebrated natural history writer Stephen Jay Gould.

In this celebration of the seemingly mundane, Carlsen opens our eyes to the engineering marvels, human stories, and natural wonders right outside our front door. He guides us through the surprising allure of sewers, the intricacies of power plants, the extraordinary path of an everyday letter, and the genius of recycling centers — all the while revealing that this awesome world isn’t just a spectator sport. Engaging as it is endearing, A Walk Around the Block will change the way you see things in your everyday life.

Three years after her fateful journeys through the forbidding mountains of Vystrana, Mrs. Camherst defies family and convention to embark on an expedition to the war-torn continent of Eriga, home of such exotic draconian species as the grass-dwelling snakes of the savannah, arboreal tree snakes, and, most elusive of all, the legendary swamp-wyrms of the tropics. The expedition is not an easy one.

Over the years, color has dazzled, enhanced, and clarified the world we see. The experimental palettes of painting, the advent of the color photograph, Technicolor pictures, color printing, and so on have created a vivid and vibrant continuum. These ways of representing reality in “living color” echo our evolutionary reliance on and indeed privileging of color as a complex and vital form of consumption, classification, and creation. It’s everywhere we look, yet do we really know much of anything about it?

A must-have audiobook for walkers, sailors, swimmers, anglers and everyone interested in the natural world, in How to Read Water, Natural Navigator Tristan Gooley shares knowledge, skills, tips and useful observations to help you enjoy the landscape around you. From wild swimming in Sussex to wayfinding off Oman, via the icy mysteries of the Arctic, Tristan Gooley draws on his own pioneering journeys to reveal the secrets of ponds, puddles, rivers, oceans and more to show us all the skills we need to read the water around us.

The Origin of Species sold out on the first day of its publication in 1859. It is the major book of the 19th century and one of the most readable and accessible of the great revolutionary works of the scientific imagination. Though, in fact, little read, most people know what it says—at least they think they do. The Origin of Species was the first mature and persuasive work to explain how species change through the process of natural selection. Upon its publication, the book began to transform attitudes about society and religion.

At stake in 1896 was the new idea that some landscapes should be collectively, permanently owned by a democratic government. Although many people today think of public lands as an American birthright, their very existence was then in doubt and dependent on a merger of the talents of these two men. Natural Rivals examines a time of environmental threat and political dysfunction not unlike our own and reveals the complex dynamic that gave birth to America’s rich public lands legacy.

In the tradition of Mountains Beyond Mountains and The Orchid Thief, Stronghold is Tucker Malarkey’s eye-opening account of one of the world’s greatest fly fishermen and his crusade to protect the world’s last bastion of wild salmon. From a young age, Guido Rahr was a misfit among his family and classmates, preferring to spend his time in the natural world. When the salmon runs of the Pacific Northwest began to decline, Guido was one of the few who understood why.

When empty nester Paula Whyman climbs to a peak in the foothills of the Blue Ridge Mountains, her plans for a backyard ecology project quickly morph into a massive endeavor. In Bad Naturalist, Whyman struggles with conflicting advice from experts, an influx of invasive species, delayed plans, and the occasional rattlesnake—but none of it dampens her irrepressible passion for protecting the land.

Ofelia Archer is the top witch in New Orlean’s French Quarter, who also owns the premiere supernatural speakeasy in the state, and she’s not to be trifled with. Zach Sully is one of the top detectives with the police department…and one of only a handful of law enforcement representatives in the city who is in on the big paranormal secret. Of course, as a panther-shifter, he’s part of that secret. Together, they make a fearsome duo...who have to learn to trust one another if they’re going to keep the monsters in the Big Easy in check.

🌿 Are You Ready to Take Charge of Your Health? If you are searching for effective, science-backed natural solutions to reduce reliance on pharmaceuticals, strengthen your body’s innate healing ability, and embrace a toxin-free lifestyle, this book is your ultimate resource. From the bestselling author of Ancient Herbal Remedies Revealed, Herbal Tincture Recipes Bible, and The Modern Herbal Apothecary, Amanda Weber presents the most comprehensive natural healing guide, deeply inspired by the teachings of Barbara O’Neill. This book merges time-honored remedies with modern scientific ...

A Malaysian cargo ship on its way from Seattle, Washington, to China ran aground off the coast of western Alaska's Aleutian Islands on December 8, 2004, during a brutal storm, leading to one of the most incredible Coast Guard rescue missions of all time. Two Coast Guard Jayhawk helicopters lifted off immediately from Air Station Kodiak during the driving storm, in an effort to rescue the ship's 18 crew members before it broke apart and sank in the freezing waters.

The Shotgun Conservationist doesn’t teach us how to hunt, it explores why we should hunt. As public lands remain imperiled, factory farms pollute the earth and subject animals to inhumane conditions, and global uncertainty presses us all to be more self-sufficient, there has never been a better time to take up hunting. Writer, natural historian, and public speaker Brant MacDuff has done just that. An avid animal lover and raised as a non-hunter, MacDuff started his journey intending to investigate the claim that “hunting is conservation.”

Ageless Vitality: Unlocking the Secrets to Lifelong Youth and Wellness Imagine a life where your body defies time, your mind remains sharp, and your spirit exudes boundless energy. Ageless Vitality: The Science and Secrets of Reversing Aging Naturally is your ultimate guide to turning back the clock, not with quick fixes or elusive miracles, but with scientifically-backed insights and time-tested strategies that nurture your body, mind, and soul. A Journey Into the Heart of Longevity Aging isn’t inevitable decline—it’s an opportunity for growth, renewal, and transformation. In this ...

Bailed out by a mysterious wizard, John Smoke, an ex-con turned bounty hunter, is returned to his home with his life hanging by a thread. Aided by his sharpshooting wife, Sid, they set out on an explosive mission against dragon invaders sent to enslave mankind. Through inter-dimensional portals, savage winged dragon men, ferocious dragons and shapeshifting monstrosities wielding otherworldly magical powers threaten the very existence of humanity. And it will take more than flesh and blood to stop them before they seal the world's fate.

An American epic of science, politics, race, honor, high society, and the Mississippi River, Rising Tide tells the riveting and nearly forgotten story of the greatest natural disaster this country has ever known, the Mississippi flood of 1927. The river inundated the homes of nearly one million people, helped elect Huey Long governor and made Herbert Hoover president, drove hundreds of thousands of blacks north, and transformed American society and politics forever.