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Deep Learning for Coders with fastai and PyTorch
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
Say Chic
SAY CHIC...C'est magnifique! Ever wonder why some French words have become so common in English as to be clichés? Or why your witty repartee wouldn't be quite so witty without them? In Say Chic, Françoise Blanchard and Jeremy Leven collect more than seventy familiar French words and phrases that have become a permanent part of the American vocabulary. In their clever, often amusing style, the authors explain the origin of each word, its meaning, and how it came to be adopted into English. Uniting the sensibilities of an American author and a French author, these surprisingly entertaining stories combine world history, pop culture, etymology, and pithy observations about Americans and the French, with no small amount of panache. Featuring delightful illustrations, Say Chic will find its raison d'être on the bookshelf of anyone who has ever longed to be an American in Paris and hankers for a bit more of that irresistible je ne sais quoi in America.
Verity
Colleen Hoover brought you the beautiful, unforgettable It Ends With Us - now a major film starring Blake Lively. Now, discover her thriller with a twist that will leave you reeling . . . Verity is a global word-of-mouth hit, with over a million five star reviews from readers. Lowen Ashleigh is a struggling writer on the brink of financial ruin when she accepts the job offer of a lifetime. Jeremy Crawford, husband of bestselling author Verity Crawford, has hired Lowen to complete the remaining books in a successful series his injured wife is unable to finish. Lowen arrives at the Crawford home, ready to sort through years of Verity's notes and outlines, hoping to find enough material to get ...
The Making of the Modern Middle East
A Spectator Book of the Year A New Statesman Book of the Year ‘An illuminating and riveting read.’ - Jonathan Dimbleby Jeremy Bowen, the International Editor of the BBC, has been covering the Middle East since 1989 and is uniquely placed to explain its complex past and its troubled present. In The Making of the Modern Middle East – in part based on his acclaimed podcast, ‘Our Man in the Middle East’ – Bowen takes us on a journey across the Middle East and through its history. He meets ordinary men and women on the front line, their leaders, whether brutal or benign, and he explores the power games that have so often wreaked devastation on civilian populations as those leaders, whatever their motives, jostle for political, religious and economic control. With his deep understanding of the political, cultural and religious differences between countries as diverse as Erdogan’s Turkey, Assad’s Syria and Netanyahu’s Israel and his long experience of covering events in the region, Bowen offers readers a gripping and invaluable guide to the modern Middle East, how it came to be and what its future might hold.
Armadillo and Hare
Armadillo and Hare live with their friends in the Big Forest.Hare loves dancing. Armadillo loves cheese sandwiches.Hare loves playing the tuba. Armadillo loves cheese sandwiches.Hare loves his best friend, Armadillo. Armadillo loves Hare - AND cheese sandwiches!They have quite a mix of friends, including an acrobatic wombat, a know-it-all lobster, a hungry jaguar, and (let's not forget) the invisible stick insect.
Breaking and Entering
This taut, true thriller dives into a dark world that touches us all, as seen through the brilliant, breakneck career of an extraordinary hacker--a woman known only as Alien. When she arrived at MIT in the 1990s, Alien was quickly drawn to the school's tradition of high-risk physical trespassing: the original "hacking." Within a year, one of her hallmates was dead and two others were arraigned. Alien's adventures were only just beginning. After a stint at the storied, secretive Los Alamos National Laboratory, Alien was recruited by a top cybersecurity firm where she deployed her cache of virtual weapons--and the trespassing and social engineering talents she had developed while "hacking" at ...
The Oxford Book of Modern Science Writing
Selected and introduced by Richard Dawkins, The Oxford Book of Modern Science Writing is a celebration of the finest writing by scientists for a wider audience - revealing that many of the best scientists have displayed as much imagination and skill with the pen as they have in the laboratory.This is a rich and vibrant collection that captures the poetry and excitement of communicating scientific understanding and scientific effort from 1900 to the present day. Professor Dawkins has included writing from a diverse range of scientists, some of whom need no introduction, and some of whoseworks have become modern classics, while others may be less familiar - but all convey the passion of great scientists writing about their science.
On Royalty
What is the point of Kings and Queens? What do they do all day? And what does it mean to be one of them? Jeremy Paxman is used to making politicians explain themselves – but royalty has always been off limits. Until now. In On Royalty he delves deep into the past and takes a long hard look at our present incumbents to find out just what makes them tick. Along the way he discovers some fascinating and little-known details. Such as: • how Albania came to advertise in England for a king • which English queen gave birth in front of 67 people • how easy it is to beat up future kings of England • and how meeting the Queen is a bit scary – whoever you are ... No other book will tell you quite as much about our kings, queens, princes and princesses: who they are and what they’re for.
War Stories
Having joined the BBC as a trainee in 1984, Jeremy Bowen first became a foreign correspondent four years later. He had witnessed violence already, both at home and abroad, but it wasn't until he covered his first war -- in El Salvador -- that he felt he had arrived. Armed with the fearlessness of youth he lived for the job, was in love with it, aware of the dangers but assuming the bullets and bombs were meant for others. In 2000, however, after eleven years in some of the world's most dangerous places, the bullets came too close for comfort, and a close friend was killed in Lebanon. This, and then the birth of his first child, began a process of reassessment that culminated in the end of the affair. Now, in his extraordinarily gripping and thought-provoking new book, he charts his progress from keen young novice whose first reaction to the sound of gunfire was to run towards it to the more circumspect veteran he is today. It will also discuss the changes that have taken place in the ways in which wars are reported over the course of his career, from the Gulf War to Bosnia, Afghanistan to Rwanda.
Jeremy's Muffler
Jeremy's aunt knits him a muffler that is so long people make fun of it.
