An irreverent, provocative, and visually fascinating look at what our online lives reveal about who we really are – and how this deluge of data will transform the science of human behaviour. Big Data is used to spy on us, hire and fire us, and sell us things we don't need. In ‘Dataclysm’, Christian Rudder, founder of one of the world’s biggest dating websites OkCupid, puts this flood of information to an entirely different use: understanding human nature. Drawing on terabytes of data from Twitter, Facebook, Reddit, OkCupid, and many other sites, Rudder examines the terrain of human experience to answer a range of questions: Does it matter where you went to school? How racist are we? How do political views alter relationships? Philosophers, psychologists, gene hunters and neuroscientists have tried to explain our flaws and foibles. Rudder shows that in today's era of social media, a powerful new approach is possible, one that reveals how we actually behave when we think no one's looking. Outrageous and illuminating, ‘Dataclysm’, is a portrait of our essential selves – dark, absurd, occasionally noble – and a first look at a revolution in the making.

Cat Training: The Definitive Step By Step Guide to Training Your Cat Positively, With Minimal Effort

Catherine de Medici

Last Chance: Short Stories about Friendship with a Twist and Moral Lesson

The Wars of the Roses

A ruthless international cartel seeks world domination… Framed in the doorway of Poirot’s bedroom stood an uninvited guest, coated from head to foot in dust. The man’s gaunt face stared for a moment, then he swayed and fell. Who was he? Was he suffering from shock or just exhaustion? Above all, what was the significance of the figure 4, scribbled over and over again on a sheet of paper? Poirot finds himself plunged into a world of international intrigue, risking his life to uncover the truth about ‘Number Four’.

Unpleasant things are going on in an exclusive school for girls – things like murder… Late one night, two teachers investigate a mysterious flashing light in the sports pavilion, while the rest of the school sleeps. There, among the lacrosse sticks, they stumble upon the body of the unpopular games mistress – shot through the heart from point blank range. The school is thrown into chaos when the ‘cat’ strikes again. Unfortunately, schoolgirl Julia Upjohn knows too much. In particular, she knows that without Hercule Poirot’s help, she will be the next victim…

Read the classic edition of Bilbo Baggins’ adventures in Middle-earth. Featuring more than 60 colour paintings and pencil drawings by the award-winning artist, Alan Lee, Conceptual Designer on Peter Jackson’s THE HOBBIT: AN UNEXPECTED JOURNEY. Bilbo Baggins is a hobbit who enjoys a comfortable, unambitious life, rarely travelling further than the pantry of his hobbit-hole in Bag End. But his contentment is disturbed when the wizard, Gandalf, and a company of thirteen dwarves arrive on his doorstep one day to whisk him away on an unexpected journey ‘there and back again’. They have a plot to raid the treasure hoard of Smaug the Magnificent, a large and very dangerous dragon… The prelude to The Lord of the Rings, The Hobbit has sold many millions of copies since its publication in 1937, establishing itself as one of the most beloved and influential books of the twentieth century. It is now available in a smart new package, and is illustrated throughout in gorgeous watercolour and delicate pencil by Alan Lee, Conceptual Artist for Peter Jackson’s films, THE HOBBIT: AN UNEXPECTED JOURNEY and THE HOBBIT: THERE AND BACK AGAIN.

An endearing classic of childhood memories of an idyllic midwestern summer from the celebrated author of 'Farenheit 451'. "He stood at the open window in the dark, took a deep breath and exhaled. The street lights, like candles on a black cake, went out. He exhaled again and again and the stars began to vanish. Douglas smiled. He pointed a finger. There, and there. Now over here, and here. . .Yellow squares were cut in the dim morning earth as house lights winked slowly on. A sprinkle of windows came suddenly alight miles off in dawn country. 'Everyone yawn. Everyone up.'" In the backwaters of Illinois, Douglas Spaulding's grandfather makes an intoxicating brew from harvested dandelions. 'Dandelion Wine' is a quirky, breathtaking coming-of-age story from one of science fiction's greatest writers. Distilling his experiences into "Rites & Ceremonies" and "Discoveries & Revelations", the young Spaulding wistfully ponders over magical tennis shoes, and machines for every purpose from time travel to happiness and silent travel. Based upon Bradbury's own experiences growing up in Waukegan in the 1920s, 'Dandelion Wine' is a heady mixture of fond memory, forgiveness, magic, the imagination and above all, of summers that seemed to go on forever.

This is a tale of widower Matthew Taylor, a retired headmaster living in North London. His greatest regret was never becoming a father. On a visit to his wife Anne's grave during 2004, he reminisces over his life, and the secret she kept from him, which had almost destroyed their marriage. Matthew also had his own secret, his love for Rita, a teaching colleague. After a one-night-stand their relationship deteriorates, resulting in Rita leaving her job during November 1963, never to see Matthew again. But what was the secret behind Rita's sudden departure? And who is the stranger that comes looking for Matthew over forty years later, knowing the answer?

Charles Darwin's famous account of the second survey expedition of HMS Beagle. On the voyage Darwin documented many different fields: biology, geology, anthropology etc., as well as starting work on his theories of evolution by natural selection that were to influence the entirety of natural scientific study.

At 24 years old, Holly Scallanger has the perfect life. Everything a girl could want; a beautiful man, a stunning home, as well as being in the midst of preparing for the wedding of her dreams. This all vanishes the night she catches her fiancé, Brandon Morgan, in bed with her worst nightmare, Donna Sinclair, just a week before Holly is set to walk down the aisle. Attempting to recover from his betrayal, Holly swears off the affections of men in order to pick up the pieces of her crumbling life. Unfortunately, meeting Jake 'Hooligan' Peters is not part of her plan. The tall, dark-haired and handsome as hell med student, sweeps Holly away from the pain of her past and reveals to her the bright future that lies ahead. That is, until she falls pregnant just as Jake begins his internship at P&E; his family's hospital. Will this love at first sight lead her to the fairytale she has always craved? Or, will she fall victim to a betrayal of the heart yet again?

This book gives novice investors a lesson learnt from those mistakes that I made in stock investment so that you won’t have to repeat the same mistakes in your investment journey. It is my intention to protect your savings from the hard-earned income.

The Wind in the Willows

作为一名盲人兼聋人，海伦·凯勒无疑创造了一个传奇。在如此不便的身体条件下，她不但学会了说话，也学会了写作，一生著述达14本书，还包括若干的散文和随笔。而且，她一生都在为残疾人、妇女权利、劳工权利和世界和平奔走呼号。 本书摘选了她*著名的文章《假如给我三天光明》以及她的小传《我的生活》。从这些原汁原味、饱含深情的文字中，我们当能感受到一个不屈抗争的灵魂。

《鼠疫》以阿尔及利亚奥兰城突发鼠疫为背景，借医生里厄等市民的抗疫斗争，探讨灾难下人性的坚守、荒诞与存在的意义。

本书收录王尔德创作的全部九篇童话作品。包括《夜莺与玫瑰》《巨人的花园》《快乐王子》等名篇。

本书被列我社“*经典英语文库”第14辑中的一种，是阿拉伯帝国创建后阿拉伯民族精神形成和确立时期的产物，共有三个故事来源：一是波斯故事集《赫左儿·艾夫萨乃》，二是伊拉克即以巴格达为中心的阿巴斯王朝时期流行的故事，三是埃及支马立克王朝时期流行的故事。

本书作为我社“*经典英语文库”第14辑中的一种，精选由法国著名作家儒勒·凡尔纳的经典作品《神秘岛》。作品讲述了在美国南北战争时期，几个被困在南军中的北方人，中途被风暴吹落在太平洋中的一个荒岛上，他们团结互助，建立起幸福生活，直至回到美国又重新始他们在岛上建立的事业的故事。

·伍尔芙的*部长篇小说·对女性的成长和两性关系行了初次探讨·揭示了女主人公自我意识不断觉醒的过程

Learn to solve challenging data science problems by building powerful machine learning models using Python About This Book Understand which algorithms to use in a given context with the help of this exciting recipe-based guide This practical tutorial tackles real-world computing problems through a rigorous and effective approach Build state-of-the-art models and develop personalized recommendations to perform machine learning at scale Who This Book Is For This Learning Path is for Python programmers who are looking to use machine learning algorithms to create real-world applications. It is ideal for Python professionals who want to work with large and complex datasets and Python developers and analysts or data scientists who are looking to add to their existing skills by accessing some of the most powerful recent trends in data science. Experience with Python, Jupyter Notebooks, and command-line execution together with a good level of mathematical knowledge to understand the concepts is expected. Machine learning basic knowledge is also expected. What You Will Learn Use predictive modeling and apply it to real-world problems Understand how to perform market segmentation using unsupervised learning Apply your new-found skills to solve real problems, through clearly-explained code for every technique and test Compete with top data scientists by gaining a practical and theoretical understanding of cutting-edge deep learning algorithms Increase predictive accuracy with deep learning and scalable data-handling techniques Work with modern state-of-the-art large-scale machine learning techniques Learn to use Python code to implement a range of machine learning algorithms and techniques In Detail Machine learning is increasingly spreading in the modern data-driven world. It is used extensively across many fields such as search engines, robotics, self-driving cars, and more. Machine learning is transforming the way we understand and interact with the world around us. In the first module, Python Machine Learning Cookbook, you will learn how to perform various machine learning tasks using a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms. The second module, Advanced Machine Learning with Python, is designed to take you on a guided tour of the most relevant and powerful machine learning techniques and you’ll acquire a broad set of powerful skills in the area of feature selection and feature engineering. The third module in this learning path, Large Scale Machine Learning with Python, dives into scalable machine learning and the three forms of scalability. It covers the most effective machine learning techniques on a map reduce framework in Hadoop and Spark in Python. This Learning Path will teach you Python machine learning for the real world. The machine learning techniques covered in this Learning Path are at the forefront of commercial practice. This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Python Machine Learning Cookbook by Prateek Joshi Advanced Machine Learning with Python by John Hearty Large Scale Machine Learning with Python by Bastiaan Sjardin, Alberto Boschetti, Luca Massaron Style and approach This course is a smooth learning path that will teach you how to get started with Python machine learning for the real world, and develop solutions to real-world problems. Through this comprehensive course, you’ll learn to create the most effective machine learning techniques from scratch and more!