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...

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...

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...

**Edward Said has long been considered one of the world’s most compelling public intellectuals, taking on a remarkable array of topics with his many publications. But no single book has encompassed the vast scope of his stimulating erudition quite like Power, Politics, and Culture.“A fascinating, oblique entry into the mind of one whose own writings . . . are a brilliant questioning chronicle of contemporary culture and values.” --Nadine Gordimer**In these twenty-eight inte...

Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the...

"Powerful" essays from a founder of the Peace Now movement and advocate for a two-state solution ( Library Journal).The haunting poetry of [Oz's] prose and the stunning logic of his testimony make a potent mixture." — Washington Post Book WorldAmos Oz was one of the first voices of conscience to advocate for a two-state solution. As a founding member of the Peace Now movement, Oz has spent over thirty-five years speaking out on this issue, a...

Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory.Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, bac...

A groundbreaking — and terrifying — examination of the widespread resurgence of antisemitism in the 21st century, by the prize-winning and #1 internationally bestselling author of Hitler's Willing Executioners.Antisemitism never went away, but since the turn of the century it has multiplied beyond what anyone would have predicted. It is openly spread by intellectuals, politicians and religious leaders in Europe, Asia, the ...

1948: As Jewish refugees, survivors of the Holocaust, struggle toward the new State of Israel, Arab refugees are fleeing, many under duress. Sixty years later, the memory of trauma has shaped both peoples' collective understanding of who they are.After a war, the victors write history. How was the story of the exiled Palestinians erased -- from textbooks, maps, even the land? How do Jewish and Palestinian Israelis now engage with the histories of the Palestinian Nakba ("Catastrophe...

A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory.This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and l...