An accessible introduction to applied data science and machine learning, with minimal math and code required to master the foundational and technical aspects of data science.In Just Enough Data Science and Machine Learning, authors Mark Levene and Martyn Harris present a comprehensive and accessible introduction to data science. It allows the readers to develop an intuition behind the methods adopted in both data science and machine learni...

This book is a second edition, updated and expanded to explain the technologies that help us find information on the web. Search engines and web navigation tools have become ubiquitous in our day to day use of the web as an information source, a tool for commercial transactions and a social computing tool. Moreover, through the mobile web we have access to the web's services when we are on the move. This book demystifies the tools that we use when interacting with the web, and gives the re...

From the years leading up to the First World War to the aftermath of the Second, Europe experienced an era of genocide. As well as the Holocaust, this period also witnessed the Armenian genocide in 1915, mass killings in Bolshevik and Stalinist Russia, and a host of further ethnic cleansings in Anatolia, the Balkans, and Eastern Europe. Crisis of Genocide seeks to integrate these genocidal events into a single, coherent history. Over two volumes, Mark Levene demonstrates how the r...

From the years leading up to the First World War to the aftermath of the Second, Europe experienced an era of genocide. As well as the Holocaust, this period also witnessed the Armenian genocide in 1915, mass killings in Bolshevik and Stalinist Russia, and a host of further ethnic cleansings in Anatolia, the Balkans, and Eastern Europe. Crisis of Genocide seeks to integrate these genocidal events into a single, coherent history. Over two volumes, Mark Levene demonstrates how the r...

In this groundbreaking book, leading Arab and Jewish intellectuals examine how and why the Holocaust and the Nakba are interlinked without blurring fundamental differences between them. While these two foundational tragedies are often discussed separately and in abstraction from the constitutive historical global contexts of nationalism and colonialism, The Holocaust and the Nakba explores the historical, political, and cultural intersections between them. The majority of the cont...

In this groundbreaking book, leading Arab and Jewish intellectuals examine how and why the Holocaust and the Nakba are interlinked without blurring fundamental differences between them. While these two foundational tragedies are often discussed separately and in abstraction from the constitutive historical global contexts of nationalism and colonialism, The Holocaust and the Nakba explores the historical, political, and cultural intersections between them. The majority of the cont...

In this insightful book, you'll learn from the best data practitioners in the field just how wide-ranging -- and beautiful -- working with data can be. Join 39 contributors as they explain how they developed simple and elegant solutions on projects ranging from the Mars lander to a Radiohead video.With Beautiful Data, you will:Explore the opportunities and challenges involved in working with the vast number of datasets made available by the WebLearn...

History can be a very useful tool in understanding why we and those we must deal with think and react in certain ways. But in the wrong hands it can be dangerous and used to foster a sense of grievance or a desire for revenge. Eminent historian Margaret MacMillan is fascinated by the power of history in our thinking. In The Uses and Abuses of History, she points out some of the traps that we can fall into when assessing the present in light of the past.

Learn what it takes to succeed in the the most in-demand tech jobHarvard Business Review calls it the sexiest tech job of the 21st century. Data scientists are in demand, and this unique book shows you exactly what employers want and the skill set that separates the quality data scientist from other talented IT professionals. Data science involves extracting, creating, and processing data to turn it into business value. With over 15 years of big data, pred...

From the bestselling author of The Ascent of Money and The Square and the Tower"Even those who have read widely in 20th-century history will find fresh, surprising details." —The Boston Globe"A fascinating read, thanks to Ferguson's gifts as a writer of clear, energetic narrative history." —The Washington PostAstonishing in its scope and erudition, this is the magnum opus that Nia...

The Accidental Taxonomist is the most comprehensive guide available to the art and science of building information taxonomies. Heather Hedden—a leading taxonomy expert and instructor—walks readers through the process, displaying her trademark ability to present highly technical information in straightforward, comprehensible English. In this fully revised second edition, Hedden provides updates on taxonomy standards, development techniques, and career opportunities for taxonomists. She pres...

Excerpted from Niall Ferguson’s sprawling bestseller The War of the World, The Abyss now stands on its own as one of the most thrilling short histories of World War I ever written. This is not a conventional military history about battles and generals. Rather, The Abyss examines how World War I saw the birth of total war—fought between societies as much as armies—and must therefore be understood in terms of the financial crises it unleashed, the multinational emp...