Here are 100 books that Discriminating Data fans have personally recommended if you like
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I grew up and completed the formative years of my college education in Cape Town, South Africa, while active also in anti-apartheid struggles. My Ph.D. dissertation in the 1980s focused on the elaboration of key racial ideas in the modern history of philosophy. I have published extensively on race and racism in the U.S. and globally, in books, articles, and public media. My interests have especially focused on the transforming logics and expressions of racism over time, and its updating to discipline and constrain its conventional targets anew and new targets more or less conventionally. My interest has always been to understand racism in order to face it down.
In these extraordinary lectures, Foucault offers a comprehensive social history of neoliberal theory from the 1920s to 1980 in Germany, France, Britain, and the U.S. While this work does not focus on racism, Foucault critically elaborates neoliberalism’s defining ideas: the attack on the state and dissipation of the commons, the privatization of everything, and the individualizing of all responsibility; financializing all social and individual choice, while redefining social subjectivity as “the Man of Enterprise,” of innovation and self-making. Foucault opened me to seeing how the liberal in “neoliberalism” signals the elevation of individual freedom as a counter to state power and social support. The question this raised for me is how these shifts in social thought suggest new developments in racist expression.
Michel Foucault's lectures at the College de France in 1979, The Birth of Biopolitics, pursue and develop further the themes of his lectures from the previous year, Security, Territory, Population. Having shown how Eighteenth century political economy marks the birth of a new governmental rationality -- seeking maximum effectiveness by governing less and in accordance with the naturalness of the phenomena to be governed -- Michel Foucault undertakes the detailed analysis of the forms of this liberal governmentality. This involves describing the political rationality within which the specific problems of life and population were posed: "Studying liberalism as the general…
The dragons of Yuro have been hunted to extinction.
On a small, isolated island, in a reclusive forest, lives bandit leader Marani and her brother Jacks. With their outlaw band they rob from the rich to feed themselves, raiding carriages and dodging the occasional vindictive…
I grew up and completed the formative years of my college education in Cape Town, South Africa, while active also in anti-apartheid struggles. My Ph.D. dissertation in the 1980s focused on the elaboration of key racial ideas in the modern history of philosophy. I have published extensively on race and racism in the U.S. and globally, in books, articles, and public media. My interests have especially focused on the transforming logics and expressions of racism over time, and its updating to discipline and constrain its conventional targets anew and new targets more or less conventionally. My interest has always been to understand racism in order to face it down.
Stuart Hall provided me with a model for mapping the shifting political conjuncture in real time, and the transforming racial dynamics that centrally shaped neoliberalism’s political emergence and cultural expression of the period. He showed how the newly emergent racial politics identified with neoliberalizing societies is increasingly linked to the immigrant, the unbelonging, the supposed rise in local crime as a consequence, and the perceived threat to the traditional culture of their host society. Hall offers the dynamic terms of analysis for these emerging phenomena: the floating signifier of race, the pluralizing of racism, racial panics, the law and order society, articulation of race with class and gender, etc. His work, so formatively brought together here by Paul Gilroy and Ruth Wilson Gilmore, was enormously generative for me in analyzing the formative connections of neoliberalization and the shifting dynamics of racial politics.
In Selected Writings on Race and Difference, editors Paul Gilroy and Ruth Wilson Gilmore gather more than twenty essays by Stuart Hall that highlight his extensive and groundbreaking engagement with race, representation, identity, difference, and diaspora. Spanning the whole of his career, this collection includes classic theoretical essays such as "The Whites of Their Eyes" (1981) and "Race, the Floating Signifier" (1997). It also features public lectures, political articles, and popular pieces that circulated in periodicals and newspapers, which demonstrate the breadth and depth of Hall's contribution to public discourses of race. Foregrounding how and why the analysis of race…
I grew up and completed the formative years of my college education in Cape Town, South Africa, while active also in anti-apartheid struggles. My Ph.D. dissertation in the 1980s focused on the elaboration of key racial ideas in the modern history of philosophy. I have published extensively on race and racism in the U.S. and globally, in books, articles, and public media. My interests have especially focused on the transforming logics and expressions of racism over time, and its updating to discipline and constrain its conventional targets anew and new targets more or less conventionally. My interest has always been to understand racism in order to face it down.
Lisa Lowe and I were in sustained conversation as we were composing our respective books. I read earlier drafts of hers as I was writing mine. Her analysis of settler-colonialism, the African slave trade, and trade in Asian goods and peoples in the Caribbean and Americas illustrated for me ways of thinking about the global relations and interactive impacts of the movements of people, culture, and thought. Her focus on how liberal thought shaped and is shaped by these relations helped to surface the coercive and discriminatory practices that made liberal thought possible. This “history of the present” by extension was enormously generative for thinking about the history of the neoliberal present too.
In this uniquely interdisciplinary work, Lisa Lowe examines the relationships between Europe, Africa, Asia, and the Americas in the late eighteenth- and early nineteenth- centuries, exploring the links between colonialism, slavery, imperial trades and Western liberalism. Reading across archives, canons, and continents, Lowe connects the liberal narrative of freedom overcoming slavery to the expansion of Anglo-American empire, observing that abstract promises of freedom often obscure their embeddedness within colonial conditions. Race and social difference, Lowe contends, are enduring remainders of colonial processes through which "the human" is universalized and "freed" by liberal forms, while the peoples who create the conditions…
When Annie Thornton, midwife and apprentice witch, falls through time to a 15th-century Yorkshire village with her telepathic cat, Rosamund, she befriends Will and Jack, two soldiers returning from the French Wars. Mistress Meg, Annie’s ancestral aunt living in the 15th century, is…
I grew up and completed the formative years of my college education in Cape Town, South Africa, while active also in anti-apartheid struggles. My Ph.D. dissertation in the 1980s focused on the elaboration of key racial ideas in the modern history of philosophy. I have published extensively on race and racism in the U.S. and globally, in books, articles, and public media. My interests have especially focused on the transforming logics and expressions of racism over time, and its updating to discipline and constrain its conventional targets anew and new targets more or less conventionally. My interest has always been to understand racism in order to face it down.
A central idea of racial neoliberalism is the erasure of concepts referencing race, taking away the very terms by which racism can be identified and critically addressed. This is a condition that, with Obama’s election in 2008, became increasingly widely identified as “the postracial.” I find this edited volume more readily than others to provide trenchant analysis of the complex relations between the condition of the postracial and its rendering of racism less readily identifiable and more challenging to address.
With the election of Barack Obama, the idea that American society had become postracial-that is, race was no longer a main factor in influencing and structuring people's lives-took hold in public consciousness, increasingly accepted by many. The contributors to Racism Postrace examine the concept of postrace and its powerful history and allure, showing how proclamations of a postracial society further normalize racism and obscure structural antiblackness. They trace expressions of postrace over and through a wide variety of cultural texts, events, and people, from sports (LeBron James's move to Miami), music (Pharrell Williams's "Happy"), and television (The Voice and HGTV)…
I was stimulated by Norbert Wiener’s “Cybernetics” to study circuits in the brain that control behavior. For my graduate studies, I chose the olfactory bulb for its experimental advantages, which led to constructing the first computer models of brain neurons and microcircuits. Then I got interested in how the smell patterns are activated when we eat food, which led to a new field called Neurogastronomy, which is the neuroscience of the circuits that create the perception of food flavor. Finally, because all animals use their brains to find and eat food, the olfactory system has provided new insights into the evolution of the mammalian brain and the basic organization of the cerebral cortex.
The other books in this series are mostly about the real brain. But artificial intelligence promises us a new enhanced brain. What does the future hold? Terrence Sejnowski is a neuroscientist who was one of the first to realize the potential of AI. Since he has been there from the start, in this book he gives the reader an exciting inside story on the people and the advances that are reshaping our lives.
Early attempts at AI were limited, but once computational power took off big computers running multilayer neural nets began proving that they could defeat humans at the most demanding games, enhance human capabilities such as pattern recognition, text recognition, language translation, and driverless vehicles, and work to obtain rewards, just like a human. While these advances are dramatic, it is well to remember that the networks are built not from representations of real neurons, but rather from…
How deep learning—from Google Translate to driverless cars to personal cognitive assistants—is changing our lives and transforming every sector of the economy.
The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.
Tim Harford is the author of nine books, including The Undercover Economist and The Data Detective, and the host of the Cautionary Tales podcast. He presents the BBC Radio programs More or Less, Fifty Things That Made The Modern Economy, and How To Vaccinate The World. Tim is a senior columnist for the Financial Times, a member of Nuffield College, Oxford, and the only journalist to have been made an honorary fellow of the Royal Statistical Society.
This is a clever and highly readable guide to the brave new world of algorithms: what they are, how they work, and their strengths and weaknesses. It’s packed with stories and vivid examples, but Dr Fry is a serious mathematician and when it comes to the crunch she is well able to show it with clear and rigorous analysis.
When it comes to artificial intelligence, we either hear of a paradise on earth or of our imminent extinction. It's time we stand face-to-digital-face with the true powers and limitations of the algorithms that already automate important decisions in healthcare, transportation, crime, and commerce. Hello World is indispensable preparation for the moral quandaries of a world run by code, and with the unfailingly entertaining Hannah Fry as our guide, we'll be discussing these issues long after the last page is turned.
Chasing Light is a lyrical meditation on grief, memory, and the fragile beauty of everyday life. At its core, it is a story of resilience, forgiveness, and the transformational power of human connection. It sheds light on the overlooked realities of homelessness and addiction, while emphasizing the importance of compassion…
I’m a journalist and a tinkerer. I’m fascinated not only by how things work but by how small levers can move mountains. Growing up in the workshop of my grandfather, an old Boston boatwright, I was mesmerized by the idea that a small rudder could maneuver a huge vessel. In college, I fell in love with how a small idea or expression could redirect a course of research or a country. As a self-taught maker of things, I appreciate how technologies empower us. I’ve chosen these books because they’re examples of how small ideas become things, lines of research, or patterns of thinking that shift human progress in unknowable ways.
I love gutsy books by outsiders, and Ms. Saxena, as a woman of color working in the Ivy League and the worlds of artificial intelligence and Big Data, is very much an outsider.
That makes her deep knowledge and insights into how AI and Big Data are changing business even that much more interesting. Plus, this is one of the only books I’ve read that explains how artificial intelligence works in a clear, direct way that doesn’t assume the reader already knows about things like machine learning and neural nets.
Have you heard about artificial intelligence (AI) and big data but felt they are technologies too big or too complicated for you or your business? Do you imagine AI as a Hollywood science fiction stereotype or something in the far and distant future?
Take heart. AI is none of those things. It's part of our everyday lives, and it has the power to transform your business.
This book will put AI, big data, the cloud, robotics, and smart devices in context. It will reveal how these technologies can dramatically multiply any businesses-including yours-by strategically using your data's latent, transformative potential.…
I’ve always been drawn to science books that ask the big questions - about the universe, humanity, and the challenges we face. As a kid, I would spend hours reading about the mysteries of space, technology, and philosophy, captivated by the way these fields intersect. My fascination with AI and complex systems deepened during my time in the Army, where I began to see how technology could shape global security in profound and often unpredictable ways. Today, I explore these ideas as a researcher and educator, focusing on the risks and ethical dilemmas of AI and autonomous systems. I hope the books on this list spark your curiosity.
I am intrigued by James Bridle’s thought-provoking critique of the information age. He reveals how the rapid advance of technology has obscured, rather than clarified, our understanding of the world. Bridle masterfully dissects the societal crises born of big data, AI, and digital networks, painting a vivid picture of our “new dark age.”
His emphasis on the unknowability of complex systems resonates deeply with me, particularly my interest in exploring how AI often operates beyond human comprehension. Bridle’s call for transparency and ethics in technology mirrors my own arguments for robust governance in AI and autonomous weapons.
We live in times of increasing inscrutability. Our news feeds are filled with unverified, unverifiable speculation, much of it automatically generated by anonymous software. As a result, we no longer understand what is happening around us. Underlying all of these trends is a single idea: the belief that quantitative data can provide a coherent model of the world, and the efficacy of computable information to provide us with ways of acting within it. Yet the sheer volume of information available to us today reveals less than we hope. Rather, it heralds a new Dark Age: a world of ever-increasing incomprehension.…
My passion for generative AI first ignited in 2016 when I spoke about it at a conference, and ever since then, I can’t stop! I've created an online course, a newsletter and even wrote a book to spread knowledge on this groundbreaking technology. As an instructor, I empower others to explore the boundless potential of generative AI applications. Day in day out, I assist clients in crafting their own generative AI solutions, tailoring them to their unique needs.
While it’s not the newest tech, I love that it covers the essential groundwork that sparked the modern AI revolution. I personally think its perfect for engineers and data scientists. It's also a great precursor to my book, giving you the strong foundation you need before diving into the next wave of AI advancements.
Generative modeling is one of the hottest topics in AI. It's now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models.
Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you'll…
Portrait of an Artist as a Young Woman
by
Alexis Krasilovsky,
Kate from Jules et Jim meets I Love Dick.
A young woman filmmaker’s journey of self-discovery, set against a backdrop of the sexual liberation movement of the 1970s and 1980s. In Portrait of an Artist as a Young Woman, we follow Ana Fried as she faces the ultimate…
I'm passionate about what happens at the seam where creativity meets intelligent machines. My work moves between art, design, and AI, and these books sit on that exact edge. The questions they raise, about consciousness, imagination, alignment, and the honest reckoning with what we build, aren't abstract to me. They're the terrain I work in every day, in the studio and in the workshops I teach.
I think this is one of the most honest books I’ve read on AI.
Russell doesn’t perform gratuitous alarm or sell optimism, he reasons. In my own research and in the workshops I teach on creativity and AI, I’ve spent years around people building systems whose objectives I quietly questioned, and Russell gave me the vocabulary I’d been missing.
I love that he treats control not as a constraint on intelligence but as its precondition and preoccupation. It’s the rare AI book I trust.
A leading artificial intelligence researcher lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machines
In the popular imagination, superhuman artificial intelligence is an approaching tidal wave that threatens not just jobs and human relationships, but civilization itself. Conflict between humans and machines is seen as inevitable and its outcome all too predictable.
In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines.…
