Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. With this updated second edition, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out.

Data Science from Scratch

This thoughtful new abridgment is enriched by the brilliant commentary which accompanies it. In it, Laurence Dickey argues that the Wealth of Nations contains--and conceals--a great deal of how Smith actually thought a commercial society works. Guided by his conviction that the so-called Adam Smith Problem--the relationship between ethics and economics in Smith's thinking--is a core element in the argument of the work itself, Dickey's commentary focuses on the devices Smith uses to ground his economics in broadly ethical and social categories. An unparalleled guide to an often difficult and perplexing work.

The Wealth of Nations

One of Barack Obama’s Favorite Books of 2023 The Financial Times Business Book of the Year, this epic account of the decades-long battle to control one of the world’s most critical resources—microchip technology—with the United States and China increasingly in fierce competition is “pulse quickening…a nonfiction thriller” (The New York Times). You may be surprised to learn that microchips are the new oil—the scarce resource on which the modern world depends. Today, military, economic, and geopolitical power are built on a foundation of computer chips. Virtually everything—from missiles to microwaves—runs on chips, including cars, smartphones, the stock market, even the electric grid. Until recently, America designed and built the fastest chips and maintained its lead as the #1 superpower, but America’s edge is in danger of slipping, undermined by players in Taiwan, Korea, and Europe taking over manufacturing. Now, as Chip War reveals, China, which spends more on chips than any other product, is pouring billions into a chip-building initiative to catch up to the US. At stake is America’s military superiority and economic prosperity. Economic historian Chris Miller explains how the semiconductor came to play a critical role in modern life and how the US became dominant in chip design and manufacturing and applied this technology to military systems. America’s victory in the Cold War and its global military dominance stems from its ability to harness computing power more effectively than any other power. Until recently, China had been catching up, aligning its chip-building ambitions with military modernization. Illuminating, timely, and fascinating, Chip War is “an essential and engrossing landmark study" (London Times).

Chip War

Endorsed by top AI authors, academics and industry leaders, The Hundred-Page Machine Learning Book is the number one bestseller on Amazon and the most recommended book for starters and experienced professionals alike.

The Hundred-page Machine Learning Book

AMAZON BEST BOOKS OF 2019 PICK FORTUNE WRITERS AND EDITORS' RECOMMENDED BOOKS OF 2019 PICK "User Friendly is a tour de force, an engrossing fusion of scholarly research, professional experience and revelations from intrepid firsthand reporting." —EDWARD TENNER, The New York Times Book Review In User Friendly, Cliff Kuang and Robert Fabricant reveal the untold story of a paradigm that quietly rules our modern lives: the assumption that machines should anticipate what we need. Spanning over a century of sweeping changes, from women’s rights to the Great Depression to World War II to the rise of the digital era, this book unpacks the ways in which the world has been—and continues to be—remade according to the principles of the once-obscure discipline of user-experience design. In this essential text, Kuang and Fabricant map the hidden rules of the designed world and shed light on how those rules have caused our world to change—an underappreciated but essential history that’s pieced together for the first time. Combining the expertise and insight of a leading journalist and a pioneering designer, User Friendly provides a definitive, thoughtful, and practical perspective on a topic that has rapidly gone from arcane to urgent to inescapable. In User Friendly, Kuang and Fabricant tell the whole story for the first time—and you’ll never interact with technology the same way again.

User Friendly

Nietzsche?s classic on the Superman, in a new, more accurate and more acute translation, recaptures his wordplay, emotional color and mock-Biblical tone, his boyish malice, cracked aphorisms, academic irreverence and gutter rhymes.

Thus Spake Zarathustra

On the outskirts of Tokyo, in a neighbourhood crossed b…

She and Her Cat

The legendary bestseller that made millions look at the world in a radically different way returns in a new edition, now including an exclusive discussion between the authors and bestselling professor of psychology Angela Duckworth. Which is more dangerous, a gun or a swimming pool? Which should be feared more: snakes or french fries? Why do sumo wrestlers cheat? In this groundbreaking book, leading economist Steven Levitt—Professor of Economics at the University of Chicago and winner of the American Economic Association’s John Bates Clark medal for the economist under 40 who has made the greatest contribution to the discipline—reveals that the answers. Joined by acclaimed author and podcast host Stephen J. Dubner, Levitt presents a brilliant—and brilliantly entertaining—account of how incentives of the most hidden sort drive behavior in ways that turn conventional wisdom on its head.

Freakonomics

One of the world's great designers shares his vision of "the fundamental principles of great and meaningful design", that's "even more relevant today than it was when first published" (Tim Brown, CEO, IDEO). Even the smartest among us can feel inept as we fail to figure out which light switch or oven burner to turn on, or whether to push, pull, or slide a door. The fault, argues this ingenious -- even liberating -- book, lies not in ourselves, but in product design that ignores the needs of users and the principles of cognitive psychology. The problems range from ambiguous and hidden controls to arbitrary relationships between controls and functions, coupled with a lack of feedback or other assistance and unreasonable demands on memorization. The Design of Everyday Things shows that good, usable design is possible. The rules are simple: make things visible, exploit natural relationships that couple function and control, and make intelligent use of constraints. The goal: guide the user effortlessly to the right action on the right control at the right time. The Design of Everyday Things is a powerful primer on how -- and why -- some products satisfy customers while others only frustrate them.

The Design of Everyday Things

Nineteen Eighty-Four, often referred to as 1984, is a dystopian social science fiction novel by the English novelist George Orwell (the pen name of Eric Arthur Blair). It was published on 8 June 1949 by Secker Warburg as Orwell's ninth and final book completed in his lifetime. Thematically, Nineteen Eighty-Four centres on the consequences of totalitarianism, and mass surveillance, and repressive regimentation of persons and behaviours within society. Orwell, himself a democratic socialist, modelled the totalitarian government in the novel after Stalinist Russia and Nazi Germany. More broadly, the novel examines the role of truth and facts within politics and the ways in which they are manipulated. The story takes place in an imagined future, the year 1984, when much of the world has fallen victim to perpetual war, omnipresent government surveillance, historical negationism, and propaganda. Great Britain, known as Airstrip One, has become a province of a totalitarian superstate named Oceania that is ruled by the Party who employ the Thought Police to persecute individuality and independent thinking. Big Brother, the leader of the Party, enjoys an intense cult of personality despite the fact that he may not even exist. The protagonist, Winston Smith, is a diligent and skillful rank-and-file worker and Outer Party member who secretly hates the Party and dreams of rebellion. He enters into a forbidden relationship with a colleague, Julia, and starts to remember what life was like before the Party came to power. Nineteen Eighty-Four has become a classic literary example of political and dystopian fiction. It also popularised the term "Orwellian" as an adjective, with many terms used in the novel entering common usage, including "Big Brother", "doublethink", "Thought Police", "thoughtcrime", "Newspeak", "memory hole", "2 + 2 = 5", and "proles". "Time" included it on its 100 best English-language novels from 1923 to 2005. "It was placed on the "Modern Library's 100 Best Novels, reaching No. 13 on the editors' list and No. 6 on the readers' list." In 2003, the novel was listed at No. 8 on "The Big Read" survey by the "BBC". Parallels have been drawn between the novel's subject matter and and nbsp;real life and nbsp;instances of and nbsp;totalitarianism, and nbsp;mass surveillance, and violations of "freedom of expression" among other themes.

1984

My Bookshelf, a collection of books created by Pranjal .. With books like Data Science from Scratch, The Wealth of Nations, Chip War, The Hundred-page Machine Learning Book, User Friendly, Thus Spake Zarathustra, She and Her Cat, Freakonomics, The Design of Everyday Things, 1984