ace the coding interview with Python and JavaScript

A proposal that we think about digital technologies such as machine learning not in terms of artificial intelligence but as artificial communication.Algorithms that work with deep learning and big data are getting so much better at doing so many things that it makes us uncomfortable. How can a device know what our favorite songs are, or what we should write in an email? Have machines become too smart? In Artificial Communication, Elena Esposito argues that drawing this sort of analogy between algorithms and human intelligence is misleading. If machines contribute to social intelligence, it will not be because they have learned how to think like us but because we have learned how to communicate with them. Esposito proposes that we think of “smart” machines not in terms of artificial intelligence but in terms of artificial communication.To do this, we need a concept of communication that can take into account the possibility that a communication partner may be not a human being but an al

Picture a computer scientist, staring at a screen and clicking away frantically on a keyboard, hacking into a system, or perhaps developing an app. Now delete that picture. In Once Upon an Algorithm,

Coding for a purpose: helping young people combine journalism, data, design, and code to make media that makes a difference.Educators are urged to teach “code for all”―to make a specialized field accessible for students usually excluded from it. In Code for What? Clifford Lee and Elisabeth Soep instead ask the question, “code for what?” What if coding were a justice-driven medium for storytelling rather than a narrow technical skill? What if “democratizing” computer science went beyond the usual one-off workshop and empowered youth to create digital products for social impact? Lee and Soep answer these questions with stories of a diverse group of young people in Oakland, California, who combine journalism, data, design, and code to create media that make a difference. These teenage and young adult producers created interactive projects that explored gendered and racialized dress code policies in schools; designed tools for LBGTQ+ youth experiencing discrimination; investigated facial r

A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior.This introductory text teac

Software development would seem to be a quintessential example of today'sInternet-enabled "knowledge work"--a global profession not bound by the constraints ofgeography. In Coding Places, Yuri Takhtey

Coding, once considered an arcane craft practiced by solitary techies, is nowrecognized by educators and theorists as a crucial skill, even a new literacy, for all children.Programming is often promot

This October Files volume gathers essays, an interview, and a roundtable discussionon the work of Robert Morris, one of the most influential American artists of the postwar period. Itincludes a little

An introduction to game theory that offers not only theoretical tools but also the intuition and behavioral insights to apply these tools to real-world situations.This introductory text on game theory provides students with both the theoretical tools to analyze situations through the logic of game theory and the intuition and behavioral insights to apply these tools to real-world situations. It is unique among game theory texts in offering a clear, formal introduction to standard game theory while incorporating evidence from experimental data and introducing recent behavioral models. Students will not only learn about incentives, how to represent situations as games, and what agents “should” do in these situations, but they will also be presented with evidence that either confirms the theoretical assumptions or suggests a way in which the theory might be updated.Features:Each chapter begins with a motivating example that can be run as an experiment and ends with a discussion of the beh

The life of Nobel-winning biologist Salvador Luria, whose passion for science was equaled by his commitment to political engagement in Cold War America.Blacklisted from federal funding review panels but awarded a Nobel Prize for his research on bacteriophage, biologist Salvador Luria (1912–1991) was as much an activist as a scientist. In this first full-length biography of Luria, Rena Selya draws on extensive archival research; interviews with Luria’s family, colleagues, and students; and FBI documents obtained through the Freedom of Information Act to create a compelling portrait of a man committed to both science and society.In addition to his work with viruses and bacteria in the 1940s, Luria broke new ground in molecular biology and cancer research from the 1950s to the 1980s and was a leader in calling for scientists to accept an educational and advisory responsibility to the public. In return, he believed, the public should rely on science to strengthen social and political insti

An idiosyncratic guidebook to architectural (and other) wonders of Italy, accompanied by the author’s own witty illustrations.In Some Reasons for Traveling to Italy, architect Peter Wilson offers a Grand Tour of Grand Tours, providing an idiosyncratic guidebook to architectural (and other) wonders of Italy, illustrated by his own witty watercolors and sketches. Wilson chronicles the reasons that people throughout history have traveled to Italy―ranging from “To Be the Subject of an Equestrian Painting by Uccello in Florence Cathedral” to “To Rebuild Herculaneum in Malibu” (the desire of oil tycoon J. Paul Getty in the 1970s)―while giving readers a deeper understanding of Italy’s architectural habitat and cultural mythology. In Wilson’s narratives and anecdotes, place names function as talismans; the events may not tally with recorded history, or with the exact topographies of actual places. Wilson offers historical reworkings, appropriations, and an architect’s scrutiny of certain Itali

Following the trails of Hawai‘i’s snails to explore the simultaneously biological and cultural significance of extinction.In this time of extinctions, the humble snail rarely gets a mention. And yet snails are disappearing faster than any other species. In A World in a Shell, Thom van Dooren offers a collection of snail stories from Hawai‘i―once home to more than 750 species of land snails, almost two-thirds of which are now gone. Following snail trails through forests, laboratories, museums, and even a military training facility, and meeting with scientists and Native Hawaiians, van Dooren explores ongoing processes of ecological and cultural loss as they are woven through with possibilities for hope, care, mourning, and resilience. Van Dooren recounts the fascinating history of snail decline in the Hawaiian Islands: from deforestation for agriculture, timber, and more, through the nineteenth century shell collecting mania of missionary settlers, and on to the contemporary impacts of

Stories from the ER: a doctor shows how empathy, creativity, and imagination are the cornerstones of clinical care.To be an emergency room doctor is to be a professional listener to stories. Each patient presents a story; finding the heart of that story is the doctor’s most critical task. More technology, more tests, and more data won’t work if doctors get the story wrong. Empathy, creativity, and imagination are the cornerstones of clinical care. In Tornado of Life, ER physician Jay Baruch offers a series of short, powerful, and affecting essays that capture the stories of ER patients in all their complexity and messiness. Patients come to the ER with lives troubled by scales of misfortune that have little to do with disease or injury. ER doctors must be problem-finders before they are problem-solvers. Cheryl, for example, whose story is a chaos narrative of “and this happened, and then that happened, and then, and then and then and then,” tells Baruch she is "stuck in a tornado of li

The new edition of a widely used introduction to game theory and its applications, with a focus on economics, business, and politics.This widely used introduction to game theory is rigorous but accessible, unique in its balance between the theoretical and the practical, with examples and applications following almost every theory-driven chapter. In recent years, game theory has become an important methodological tool for all fields of social sciences, biology and computer science. This second edition of Strategies and Games not only takes into account new game theoretical concepts and applications such as bargaining and matching, it also provides an array of chapters on game theory applied to the political arena. New examples, case studies, and applications relevant to a wide range of behavioral disciplines are now included. The authors map out alternate pathways through the book for instructors in economics, business, and political science. The book contains four parts: strategic form

Why today’s complex problems demand a radically new way of thinking―one in which art, technology, and science converge. Today’s complex problems demand a radically new way of thinking―one in which art, technology, and science converge to expand our creativity and augment our insight. Creativity must be combined with the ability to execute; the innovators of the future will have to understand this balance and manage such complexities as climate change and pandemics. The place of this convergence is the Nexus. In this provocative and visually striking book, Julio Mario Ottino and Bruce Mau offer a guide for navigating the intersections of art, technology, and science. The Nexus brings together word and image to prepare us―individuals and organizations alike―for the challenges and opportunities of the twenty-first century. Compelling historic examples illuminate the present, from the Renaissance, when the domains were one, to the twentieth century, with intense, collective creative out

How we can create artificial intelligence with broad, robust common sense rather than narrow, specialized expertise.It’s sometime in the not-so-distant future, and you send your fully autonomous self-driving car to the store to pick up your grocery order. The car is endowed with as much capability as an artificial intelligence agent can have, programmed to drive better than you do. But when the car encounters a traffic light stuck on red, it just sits there―indefinitely. Its obstacle-avoidance, lane-following, and route-calculation capacities are all irrelevant; it fails to act because it lacks the common sense of a human driver, who would quickly figure out what’s happening and find a workaround. In Machines like Us, Ron Brachman and Hector Levesque―both leading experts in AI―consider what it would take to create machines with common sense rather than just the specialized expertise of today’s AI systems. Using the stuck traffic light and other relatable examples, Brachman and Levesq

The evolution of the most innovative square mile on the planet: the endless cycles of change and reinvention that created today’s Kendall Square. Kendall Square in Cambridge, Massachusetts, has been called “the most innovative square mile on the planet.” It’s a life science hub, hosting Biogen, Moderna, Pfizer, Takeda and others. It’s major tech center, with Google, Microsoft, IBM, Amazon, Facebook, and Apple all occupying big chunks of pricey office space. Kendall Square also boasts a dense concentration of startups, with leading venture capital firms conveniently located nearby. And of course, MIT is just down the block. In Where Futures Converge, Robert Buderi offers the first detailed account of the unique ecosystem that is Kendall Square, chronicling the endless cycles of change and reinvention that have driven its evolution. Buderi, who himself has worked in Kendall Square for the past twenty years, tells fascinating stories of great innovators and their innovations that stret

A complete overview of quantum mechanics, covering essential concepts and results, theoretical foundations, and applications and techniques. This undergraduate textbook offers a comprehensive overview of quantum mechanics, beginning with essential concepts and results, proceeding through the theoretical foundations that provide the field’s conceptual framework, and concluding with the tools and applications students will need for advanced studies and for research. Drawn from lectures created for MIT physics majors and for the popular MITx online course, “Mastering Quantum Mechanics,” the text presents the material in a modern and approachable manner while still including the traditional topics necessary for a well-rounded understanding of the subject. As the book progresses, the treatment gradually increases in difficulty, paralleling students’ increasingly sophisticated understanding of the material Part 1, on essentials, offers a sound introduction to the subject, touching on such to

How leaders can recast innovation’s toughest trade-offs―efficiency vs. flexibility, consistency vs. change, product vs purpose―as productive tensions.Why is leading innovation in today’s dynamic business environment so distressingly hit-or-miss? More than 90 percent of high-potential ventures don’t reach their projected targets. Surveys show that 80 percent of executives consider innovation crucial to their growth strategy, but only 6 percent are satisfied with their innovation performance. Should leaders aim for Steve-Jobs-level genius, or shower their projects with resources, or lean in to luck and embrace uncertainty? None of the above, say Chris Bingham and Rory McDonald. Drawing on cutting-edge research and probing interviews with hundreds of leaders across three continents, in Productive Tensions Bingham and McDonald find that the most effective leaders and successful innovators embrace the tensions that arise from competing aims: efficiency or flexibility? consistency or chan

A graduate textbook on microeconomics, covering decision theory, game theory, and the foundations of contract theory, with a unique focus on the empirical.This graduate-level text on microeconomics, covering such topics as decision theory, game theory, bargaining theory, contract theory, trade under asymmetric information, and relational contract theory, is unique in its emphasis on the interplay between theory and evidence. It reviews the microeconomic theory of exchange “from the ground up,” aiming to produce a set of models and hypotheses amenable to empirical exploration, with particular focus on models that are useful for the study of contracts, institutions, and organizations. It explores research that extends price theory to the exchange of commodities when markets are incomplete, discussing recent developments in the field. Topics covered include the relationship between theory and evidence; decision theory as it is used in contract theory and institutional design;

A comprehensive update of the leading algorithms text, with new material on matchings in bipartite graphs, online algorithms, machine learning, and other topics. Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. It covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers, with self-contained chapters and algorithms in pseudocode. Since the publication of the first edition, Introduction to Algorithms has become the leading algorithms text in universities worldwide as well as the standard reference for professionals. This fourth edition has been updated throughout. New for the fourth edition New chapters on matchings in bipartite graphs, online algorithms, and machine learningNew material on topics including solving recurrence equations, hash tables, potential functions, and suffix arrays140 new exerc

Artists and writers go beyond disciplinary boundaries and linear histories to address the fight for environmental justice, uniting the Asia-Pacific vantage point with international discourse.Modeling the curatorial as a method for uniting cultural production and science, Climates. Habitats. Environments. weaves together image and text to address the global climate crisis. Through exhibitions, artworks, and essays, artists and writers transcend disciplinary boundaries and linear histories to bring their knowledge and experience to bear on the fight for environmental justice. In doing so, they draw on the rich cultural heritage of the Asia-Pacific, in conversation with international discourse, to demonstrate transdisciplinary solution-seeking. Experimental in form as well as in method, Climates. Habitats. Environments. features an inventive book design by mono.studio that puts word and image on equal footing, offering a multiplicity of media, interpretations, and manifestations of inte

How intermittent fasting can enhance resilience, improve mental and physical performance, and protect against aging and disease.Most of us eat three meals a day with a smattering of snacks because we think that’s the normal, healthy way to eat. This book shows why that’s not the case. The human body and brain evolved to function well in environments where food could be obtained only intermittently. When we look at the eating patterns of our distant ancestors, we can see that an intermittent fasting eating pattern is normal―and eating three meals a day is not. In The Intermittent Fasting Revolution, prominent neuroscientist Mark Mattson shows that intermittent fasting is not only normal but also good for us; it can enhance our ability to cope with stress by making cells more resilient. It also improves mental and physical performance and protects against aging and disease. Intermittent fasting is not the latest fad diet; it doesn’t dictate food choice or quantity. It doesn’t make mone

There's more to Banksy than the painting on the wall: the first in-depth investigation into the mysteries of the world's most famous living artist.Banksy is the world's most famous living artist, yet no one knows who he is. For more than twenty years, his wryly political and darkly humorous spray paintings have appeared mysteriously on urban walls around the globe, generating headlines and controversy. Art critics disdain him, but the public (and the art market) love him. With this generously illustrated book, artist and critic Carol Diehl is the first author to probe the depths of the Banksy mystery. Through her exploration of his paintings, installations, writings, and Academy Award-nominated film, Exit through the Gift Shop, Diehl proves unequivocally that there's more to Banksy than the painting on the wall. Seeing Banksy as the ultimate provocateur, Diehl investigates the dramas that unfold after his works are discovered, with all of their social, economic, and political implicati

Yugoslavia's diverse and interconnected art scenes from the 1960s to the 1980s, linked to the country's experience with socialist self-management.In Yugoslavia from the late 1960s to the late 1980s, s

Ideas, theories, experiments, and unanswered questions in particle physics, explained (with anecdotes) for the general reader.The elementary particles of matter hold the secrets of Nature together wit

An examination of the link between the vigor with which we move and the value that the brain assigns to the goal of the movement.Why do we reflexively run toward people we love, but only walk toward o

Interviews with thirty-five economic policymakers who advised presidents from Nixon to Trump. What is it like to sit in the Oval Office and discuss policy with the president? To know that the decisi

How organizations can anticipate threats, spot opportunities, and act faster when the time is right; with rich examples including Adobe, MasterCard, and Amazon. When turbulence is the new normal, an

An examination of the cognitive tools that the mind uses to grapple with uncertainty in the real world.How do humans navigate uncertainty, continuously making near-effortless decisions and predictions

Santayana's argument for the unity of philosophy and poetry. This concise and compelling volume-described by Santayana as a "piece of literary criticism, together with a first broad lesson in the hi

Leading thinkers from a range of disciplines discuss the compatibility of power and care, in conversation with the Dalai Lama.For more than thirty years, the Dalai Lama has been in dialogue with think

Advances in training models with log-linear structures, with topics including variable selection, the geometry of neural nets, and applications.Log-linear models play a key role in modern big data and

What we can learn from the aftermath of cybersecurity breaches and how we can do a better job protecting online data.Cybersecurity incidents make the news with startling regularity. Each breach—the th

Theoretical and policy perspectives on the taxation of pension, viewed in an international context.Policy makers and academic researchers have been preoccupied in recent decades with the design of pen

How sharing the mundane details of daily life did not start with Facebook, Twitter, and YouTube but with pocket diaries, photo albums, and baby books.Social critiques argue that social media have made

An examination of the global trade and traffic in discarded electronics that reframes the question of the “right” thing to do with e-waste.The prevailing storyline about the problem of electronic wast

An investigation of the embodied engagement between the playing body and the videogame: how player and game incorporate each other.Our bodies engage with videogames in complex and fascinating ways. Th

This book offers an integrated framework to study the theoretical and quantitative properties of economies with frictions in multiple markets. Building on analyses of markets with frictions by 2010 No

This collected volume examines the consequences of the current economic crisis on the Eurozone-periphery with specific focus on Greece. The editors and contributors aim to provide an in-depth analysis

The Biologische Versuchsanstalt was founded in Vienna in 1902 with the explicit goal to foster the quantification, mathematization, and theory formation of the biological sciences. Three biologists fr