Book picks similar to
Stuck in the Shallow End: Education, Race, and Computing by Jane Margolis
education
non-fiction
computer-science
research
Bring the War Home: The White Power Movement and Paramilitary America
Kathleen Belew - 2018
Its soldiers are not lone wolves but highly organized cadres motivated by a coherent and deeply troubling worldview made up of white supremacy, virulent anticommunism, and apocalyptic faith. In Bring the War Home, Kathleen Belew gives us the history of a movement that consolidated in the 1970s and 1980s around a potent sense of betrayal in the Vietnam War and made tragic headlines in Waco and Ruby Ridge and with the Oklahoma City bombing and is resurgent under President Trump.Returning to an America ripped apart by a war they felt they were not allowed to win, a small group of veterans and active-duty military personnel and civilian supporters concluded that waging war on their own country was justified. They unified people from a variety of militant groups, including Klansmen, neo-Nazis, skinheads, radical tax protestors, and white separatists to form a new movement of loosely affiliated independent cells to avoid detection. The white power movement operated with discipline and clarity, undertaking assassinations, armed robbery, counterfeiting, and weapons trafficking. Its command structure gave women a prominent place and put them in charge of brokering alliances and birthing future recruits.Belew's disturbing and timely history reminds us that war cannot be contained in time and space: grievances intensify and violence becomes a logical course of action. Based on years of deep immersion in previously classified FBI files and on extensive interviews, Bring the War Home tells the story of American paramilitarism and the birth of the alt-right.
Software Engineering at Google: Lessons Learned from Programming Over Time
Titus Winters - 2020
With this book, you'll get a candid and insightful look at how software is constructed and maintained by some of the world's leading practitioners.Titus Winters, Tom Manshreck, and Hyrum K. Wright, software engineers and a technical writer at Google, reframe how software engineering is practiced and taught: from an emphasis on programming to an emphasis on software engineering, which roughly translates to programming over time.You'll learn:Fundamental differences between software engineering and programmingHow an organization effectively manages a living codebase and efficiently responds to inevitable changeWhy culture (and recognizing it) is important, and how processes, practices, and tools come into play
The Problem with Software: Why Smart Engineers Write Bad Code
Adam Barr - 2018
As the size and complexity of commercial software have grown, the gap between academic computer science and industry has widened. It's an open secret that there is little engineering in software engineering, which continues to rely not on codified scientific knowledge but on intuition and experience.Barr, who worked as a programmer for more than twenty years, describes how the industry has evolved, from the era of mainframes and Fortran to today's embrace of the cloud. He explains bugs and why software has so many of them, and why today's interconnected computers offer fertile ground for viruses and worms. The difference between good and bad software can be a single line of code, and Barr includes code to illustrate the consequences of seemingly inconsequential choices by programmers. Looking to the future, Barr writes that the best prospect for improving software engineering is the move to the cloud. When software is a service and not a product, companies will have more incentive to make it good rather than "good enough to ship."
The Information Diet: A Case for Conscious Consumption
Clay A. Johnson - 2011
Not eating, but gorging on information ceaselessly spewed from the screens and speakers we hold dear. Just as we have grown morbidly obese on sugar, fat, and flour—so, too, have we become gluttons for texts, instant messages, emails, RSS feeds, downloads, videos, status updates, and tweets.We're all battling a storm of distractions, buffeted with notifications and tempted by tasty tidbits of information. And just as too much junk food can lead to obesity, too much junk information can lead to cluelessness. The Information Diet shows you how to thrive in this information glut—what to look for, what to avoid, and how to be selective. In the process, author Clay Johnson explains the role information has played throughout history, and why following his prescribed diet is essential for everyone who strives to be smart, productive, and sane.In The Information Diet, you will:Discover why eminent scholars are worried about our state of attention and general intelligenceExamine how today’s media—Big Info—give us exactly what we want: content that confirms our beliefsLearn to take steps to develop data literacy, attention fitness, and a healthy sense of humorBecome engaged in the economics of information by learning how to reward good information providersJust like a normal, healthy food diet, The Information Diet is not about consuming less—it’s about finding a healthy balance that works for you
Twilight of the Elites: America After Meritocracy
Christopher L. Hayes - 2012
In the wake of the Fail Decade, Americans have historically low levels of trust in their institutions; the social contract between ordinary citizens and elites lies in tatters.How did we get here? With Twilight of the Elites, Christopher Hayes offers a radically novel answer. Since the 1960s, as the meritocracy elevated a more diverse group of men and women into power, they learned to embrace the accelerating inequality that had placed them near the very top. Their ascension heightened social distance and spawned a new American elite--one more prone to failure and corruption than any that came before it.Mixing deft political analysis, timely social commentary, and deep historical understanding, Twilight of the Elites describes how the society we have come to inhabit – utterly forgiving at the top and relentlessly punitive at the bottom – produces leaders who are out of touch with the people they have been trusted to govern. Hayes argues that the public's failure to trust the federal government, corporate America, and the media has led to a crisis of authority that threatens to engulf not just our politics but our day-to-day lives.Upending well-worn ideological and partisan categories, Hayes entirely reorients our perspective on our times. Twilight of the Elites is the defining work of social criticism for the post-bailout age.
Superforecasting: The Art and Science of Prediction
Philip E. Tetlock - 2015
Unfortunately, people tend to be terrible forecasters. As Wharton professor Philip Tetlock showed in a landmark 2005 study, even experts’ predictions are only slightly better than chance. However, an important and underreported conclusion of that study was that some experts do have real foresight, and Tetlock has spent the past decade trying to figure out why. What makes some people so good? And can this talent be taught? In Superforecasting, Tetlock and coauthor Dan Gardner offer a masterwork on prediction, drawing on decades of research and the results of a massive, government-funded forecasting tournament. The Good Judgment Project involves tens of thousands of ordinary people—including a Brooklyn filmmaker, a retired pipe installer, and a former ballroom dancer—who set out to forecast global events. Some of the volunteers have turned out to be astonishingly good. They’ve beaten other benchmarks, competitors, and prediction markets. They’ve even beaten the collective judgment of intelligence analysts with access to classified information. They are "superforecasters." In this groundbreaking and accessible book, Tetlock and Gardner show us how we can learn from this elite group. Weaving together stories of forecasting successes (the raid on Osama bin Laden’s compound) and failures (the Bay of Pigs) and interviews with a range of high-level decision makers, from David Petraeus to Robert Rubin, they show that good forecasting doesn’t require powerful computers or arcane methods. It involves gathering evidence from a variety of sources, thinking probabilistically, working in teams, keeping score, and being willing to admit error and change course. Superforecasting offers the first demonstrably effective way to improve our ability to predict the future—whether in business, finance, politics, international affairs, or daily life—and is destined to become a modern classic.
Work Rules!: Insights from Inside Google That Will Transform How You Live and Lead
Laszlo Bock - 2015
"We spend more time working than doing anything else in life. It's not right that the experience of work should be so demotivating and dehumanizing." So says Laszlo Bock, head of People Operations at the company that transformed how the world interacts with knowledge. This insight is the heart of WORK RULES!, a compelling and surprisingly playful manifesto that offers lessons including:Take away managers' power over employeesLearn from your best employees-and your worstHire only people who are smarter than you are, no matter how long it takes to find themPay unfairly (it's more fair!)Don't trust your gut: Use data to predict and shape the futureDefault to open-be transparent and welcome feedbackIf you're comfortable with the amount of freedom you've given your employees, you haven't gone far enough. Drawing on the latest research in behavioral economics and a profound grasp of human psychology, WORK RULES! also provides teaching examples from a range of industries-including lauded companies that happen to be hideous places to work and little-known companies that achieve spectacular results by valuing and listening to their employees. Bock takes us inside one of history's most explosively successful businesses to reveal why Google is consistently rated one of the best places to work in the world, distilling 15 years of intensive worker R&D into principles that are easy to put into action, whether you're a team of one or a team of thousands. WORK RULES! shows how to strike a balance between creativity and structure, leading to success you can measure in quality of life as well as market share. Read it to build a better company from within rather than from above; read it to reawaken your joy in what you do.
Winners Take All: The Elite Charade of Changing the World
Anand Giridharadas - 2018
We see how they rebrand themselves as saviors of the poor; how they lavishly reward "thought leaders" who redefine "change" in winner-friendly ways; and how they constantly seek to do more good, but never less harm. We hear the limousine confessions of a celebrated foundation boss; witness an American president hem and haw about his plutocratic benefactors; and attend a cruise-ship conference where entrepreneurs celebrate their own self-interested magnanimity.Giridharadas asks hard questions: Why, for example, should our gravest problems be solved by the unelected upper crust instead of the public institutions it erodes by lobbying and dodging taxes? He also points toward an answer: Rather than rely on scraps from the winners, we must take on the grueling democratic work of building more robust, egalitarian institutions and truly changing the world. A call to action for elites and everyday citizens alike.
For White Folks Who Teach in the Hood... and the Rest of Y'all Too: Reality Pedagogy and Urban Education
Christopher Emdin - 2016
He begins by taking to task the perception of urban youth of color as unteachable, and he challenges educators to embrace and respect each student’s culture and to reimagine the classroom as a site where roles are reversed and students become the experts in their own learning.Putting forth his theory of Reality Pedagogy, Emdin provides practical tools to unleash the brilliance and eagerness of youth and educators alike—both of whom have been typecast and stymied by outdated modes of thinking about urban education. With this fresh and engaging new pedagogical vision, Emdin demonstrates the importance of creating a family structure and building communities within the classroom, using culturally relevant strategies like hip-hop music and call-and-response, and connecting the experiences of urban youth to indigenous populations globally. Merging real stories with theory, research, and practice, Emdin demonstrates how by implementing the “Seven C’s” of reality pedagogy in their own classrooms, urban youth of color benefit from truly transformative education.Lively, accessible, and revelatory, For White Folks Who Teach in the Hood...and the Rest of Y’all Too is the much-needed antidote to traditional top-down pedagogy and promises to radically reframe the landscape of urban education for the better.
Black Fatigue: How Racism Erodes the Mind, Body, and Spirit
Mary-Frances Winters - 2020
It is physically, mentally, and emotionally draining to continue to experience inequities and even atrocities, day after day, when justice is a God-given and legislated right. And it is exhausting to have to constantly explain this to white people, even--and especially--well-meaning white people, who fall prey to white fragility and too often are unwittingly complicit in upholding the very systems they say they want dismantled.This book, designed to illuminate the myriad dire consequences of living while Black, came at the urging of Winters's Black friends and colleagues. Winters describes how in every aspect of life--from economics to education, work, criminal justice, and, very importantly, health outcomes--for the most part, the trajectory for Black people is not improving. It is paradoxical that, with all the attention focused over the last fifty years on social justice and diversity and inclusion, little progress has been made in actualizing the vision of an equitable society.Black people are quite literally sick and tired of being sick and tired. Winters writes that my hope for this book is that it will provide a comprehensive summary of the consequences of Black fatigue, and awaken activism in those who care about equity and justice--those who care that intergenerational fatigue is tearing at the very core of a whole race of people who are simply asking for what they deserve.Reading group discussion guide available.
The Entrepreneurial State: Debunking Public vs. Private Sector Myths
Mariana Mazzucato - 2011
Analysing various case studies of innovation-led growth, it describes the opposite situation, whereby the private sector only becomes bold enough to invest after the courageous State has made the high-risk investments.The volume argues that in the history of modern capitalism, the State has generated economic activity that would not otherwise have happened, and has actively opened up new technologies and markets that private investors can later move into. Far from the often heard criticisms of the State potentially 'crowding out' private investments, the State makes them happen, shaping and creating markets, not only 'fixing' them. Ignoring this reality only serves ideological ends, and hurts effective policymaking.This book examines case studies ranging from the advent of the Internet to the emergence of the biotechnology and nanotechnology industries. In particular, the volume debunks the myth that Silicon Valley was created by entrepreneurial venture capital. A key chapter focuses on the State investments behind Apple's success, and reveals that every major technology behind the iPhone owes its source to public funds. Thus, while entrepreneurial individuals like Steve Jobs are needed, their success is nearly impossible without their ability to ride the wave of State investments. And if Europe wants its own Googles, it needs more State action, not less.Two forward-looking chapters focus on the emergence of the next big thing after the internet: the 'green revolution'. Both solar and wind technology are currently being led by State spending, whether through the US ARPA-E programme or the Chinese and Brazilian State investment banks. The discussion refreshingly moves beyond the usual division between proponents of austerity vs. the proponents of fiscal stimulus. It argues that State investments not only help kick-start growth during periods of recession, but that they also, even in boom periods, lead to productive investments in radical new technologies which later foster decades of growth.The book ends with a fundamental question: if the State is so important to investments in high-risk innovation, why does it capture so little direct return?
On Intelligence
Jeff Hawkins - 2004
Now he stands ready to revolutionize both neuroscience and computing in one stroke, with a new understanding of intelligence itself.Hawkins develops a powerful theory of how the human brain works, explaining why computers are not intelligent and how, based on this new theory, we can finally build intelligent machines.The brain is not a computer, but a memory system that stores experiences in a way that reflects the true structure of the world, remembering sequences of events and their nested relationships and making predictions based on those memories. It is this memory-prediction system that forms the basis of intelligence, perception, creativity, and even consciousness.In an engaging style that will captivate audiences from the merely curious to the professional scientist, Hawkins shows how a clear understanding of how the brain works will make it possible for us to build intelligent machines, in silicon, that will exceed our human ability in surprising ways.Written with acclaimed science writer Sandra Blakeslee, On Intelligence promises to completely transfigure the possibilities of the technology age. It is a landmark book in its scope and clarity.
How We Learn: The Surprising Truth About When, Where, and Why It Happens
Benedict Carey - 2014
We’re told that learning is all self-discipline, that we must confine ourselves to designated study areas, turn off the music, and maintain a strict ritual if we want to ace that test, memorize that presentation, or nail that piano recital. But what if almost everything we were told about learning is wrong? And what if there was a way to achieve more with less effort? In How We Learn, award-winning science reporter Benedict Carey sifts through decades of education research and landmark studies to uncover the truth about how our brains absorb and retain information. What he discovers is that, from the moment we are born, we are all learning quickly, efficiently, and automatically; but in our zeal to systematize the process we have ignored valuable, naturally enjoyable learning tools like forgetting, sleeping, and daydreaming. Is a dedicated desk in a quiet room really the best way to study? Can altering your routine improve your recall? Are there times when distraction is good? Is repetition necessary? Carey’s search for answers to these questions yields a wealth of strategies that make learning more a part of our everyday lives—and less of a chore. By road testing many of the counterintuitive techniques described in this book, Carey shows how we can flex the neural muscles that make deep learning possible. Along the way he reveals why teachers should give final exams on the first day of class, why it’s wise to interleave subjects and concepts when learning any new skill, and when it’s smarter to stay up late prepping for that presentation than to rise early for one last cram session. And if this requires some suspension of disbelief, that’s because the research defies what we’ve been told, throughout our lives, about how best to learn. The brain is not like a muscle, at least not in any straightforward sense. It is something else altogether, sensitive to mood, to timing, to circadian rhythms, as well as to location and environment. It doesn’t take orders well, to put it mildly. If the brain is a learning machine, then it is an eccentric one. In How We Learn, Benedict Carey shows us how to exploit its quirks to our advantage. Praise for How We Learn“This book is a revelation. I feel as if I’ve owned a brain for fifty-four years and only now discovered the operating manual.”—Mary Roach, bestselling author of Stiff and Gulp“A welcome rejoinder to the faddish notion that learning is all about the hours put in.”
—The New York Times Book Review
“A valuable, entertaining tool for educators, students and parents.”
—Shelf Awareness
“How We Learn is more than a new approach to learning; it is a guide to making the most out of life. Who wouldn’t be interested in that?”
—Scientific American
“I know of no other source that pulls together so much of what we know about the science of memory and couples it with practical, practicable advice.”—Daniel T. Willingham, professor of psychology at the University of Virginia
Python Crash Course: A Hands-On, Project-Based Introduction to Programming
Eric Matthes - 2015
You'll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you'll put your new knowledge into practice with three substantial projects: a Space Invaders-inspired arcade game, data visualizations with Python's super-handy libraries, and a simple web app you can deploy online.As you work through Python Crash Course, you'll learn how to: Use powerful Python libraries and tools, including matplotlib, NumPy, and PygalMake 2D games that respond to keypresses and mouse clicks, and that grow more difficult as the game progressesWork with data to generate interactive visualizationsCreate and customize simple web apps and deploy them safely onlineDeal with mistakes and errors so you can solve your own programming problemsIf you've been thinking seriously about digging into programming, Python Crash Course will get you up to speed and have you writing real programs fast. Why wait any longer? Start your engines and code!
Hacking: The Art of Exploitation
Jon Erickson - 2003
This book explains the technical aspects of hacking, including stack based overflows, heap based overflows, string exploits, return-into-libc, shellcode, and cryptographic attacks on 802.11b.