Science Analysis

Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever "speak for themselves."

Macbeth is one of William Shakespeare's more brilliantly populated plays and remains among the most widely read. Award-winning writer and beloved professor Harold Bloom investigates Macbeth's interiority and unthinkable actions with razor-sharp insight, agility, and compassion. He also explores his own personal relationship to the character. The book also becomes an extraordinarily moving argument for literature as a path to and a measure of our humanity.

Groundbreaking scientific analysis that breaks the JFK assassination wide open! Did a shot from the "grassy knoll" kill President Kennedy? If so, was Oswald part of a conspiracy or an innocent patsy? Why have scientific experts who examined the evidence failed to put such questions to rest? In 2001, scientist Dr. Donald Byron Thomas published a peer-reviewed article that revived the debate over the finding by the House Select Committee on Assassinations that there had indeed been a shot from the grassy knoll, caught on a police dictabelt recording.

In the 18th century, the British minister and mathematician Thomas Bayes devised a theorem that allowed him to assign probabilities to events that had never happened before. It languished in obscurity for centuries until computers came along and made it easy to crunch the numbers. Now, as the foundation of big data, Bayes's formula has become a linchpin of the digital economy. But here's where things get interesting: Bayes's theorem can also be used to lay odds on the existence of extraterrestrial intelligence, and on the biggest question of all: how long will humanity survive?

If you are looking to master the fundamental concepts of data science driven by the Python programming language to develop a solid understanding of all the latest cutting-edge technologies, then this is just that one comprehensive audiobook you have been waiting for. This audiobook is carefully narrated to help you master the core concepts of Python programming and utilize your coding skills to analyze a large volume of data and uncover valuable information that can otherwise be easily lost in such volume, even if you have never learned any programming languages before.

Expand your skills from being a basic data scientist to becoming an expert data scientist ready to solve real-world data-centric issues. Discover two comprehensive manuscripts in one audiobook.

In early 2014, sparked by an assault by their government on peaceful students, Ukrainians rose up against a deeply corrupt, Moscow-backed regime. Initially demonstrating under the banner of EU integration, the Maidan protesters proclaimed their right to a dignified existence; they learned to organize, to act collectively, to become a civil society. Most prominently, they established a new Ukrainian identity: territorial, inclusive, and present-focused with powerful mobilizing symbols.

In this pathbreaking work, now with a new introduction, Edward S. Herman and Noam Chomsky show that, contrary to the usual image of the news media as cantankerous, obstinate, and ubiquitous in their search for truth and defense of justice, in their actual practice they defend the economic, social, and political agendas of the privileged groups that dominate domestic society, the state, and the global order.

What, exactly, is post-truth? Is it wishful thinking, political spin, mass delusion, bold-faced lying? McIntyre analyzes recent examples - claims about inauguration crowd size, crime statistics, and the popular vote - and finds that post-truth is an assertion of ideological supremacy by which its practitioners try to compel someone to believe something regardless of the evidence. Yet post-truth didn't begin with the 2016 election; the denial of scientific facts about smoking, evolution, vaccines, and climate change offers a road map for more widespread fact denial.

In Monarchs and Milkweed, Anurag Agrawal presents a vivid investigation into how the monarch butterfly has evolved closely alongside the milkweed - a toxic plant named for the sticky white substance emitted when its leaves are damaged - and how this inextricable and intimate relationship has been like an arms race over the millennia, a battle of exploitation and defense between two fascinating species.

For four generations men have been subjected to some pretty damning accusations. They're the oppressors of women. Their misogyny is the sole cause of the much-hated wage gap. They are guilty of the original sins of privilege and institutional sexism. And this says nothing about the rank mockery and, often times, outright hatred men receive in the media, government, and our schools. But perhaps the most damning accusation of them all is that men are no longer needed. That they are now somehow obsolete.

When psychologist Scott Barry Kaufman first discovered Maslow's unfinished theory of transcendence, sprinkled throughout a cache of unpublished journals, lectures, and essays, he felt a deep resonance with his own work and life. In this groundbreaking book, Kaufman picks up where Maslow left off, unraveling the mysteries of his unfinished theory, and integrating these ideas with the latest research on attachment, connection, creativity, love, purpose and other building blocks of a life well lived.

Millions of data enthusiasts from around the world compete on Kaggle, the most famous data science competition platform of them all. Participating in Kaggle competitions is a surefire way to improve your data analysis skills, network with an amazing community of data scientists, and gain valuable experience to help grow your career. The first audiobook of its kind, The Kaggle Book assembles in one place the techniques and skills you'll need for success in competitions, data science projects, and beyond.

Data science gets thrown around in the press like it's magic. Major retailers are predicting everything, from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions. Data science is little more than using straightforward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will teach how you how that's done within the familiar environment of a spreadsheet.

Published in 1961, the year of Frantz Fanon's death, The Wretched of the Earth is both a powerful analysis of the psychological effects of colonization and a rallying cry for violent uprising and independence. The book rejects colonial assumptions that the people of colonized countries need to be guided by their European colonizers because they are somehow less evolved or civilized. Fanon argues that violence is justified to purge colonialism not just from the countries themselves, but from the very souls of their inhabitants.

In the beginning was Josh Levine, an idealistic programming genius who dreamed of wresting control of the market from the big exchanges that, again and again, gave the giant institutions an advantage over the little guy. Levine created a computerized trading hub named "Island" where small traders swapped stocks, and over time his invention morphed into a global electronic stock market that sent trillions in capital through a vast jungle of fiber-optic cables.

In World-Systems Analysis, Immanuel Wallerstein provides a concise and accessible introduction to the comprehensive approach that he pioneered 30 years ago to understanding the history and development of the modern world. Since Wallerstein first developed world-systems analysis, it has become a widely utilized methodology within the historical social sciences and a common point of reference in discussions of globalization.

Published in 1922 during those dark and dreary years of socialism’s near-complete triumph, Socialism stunned the socialist world. Mises has given us a profoundly important treatise that assaults socialism in all its guises, a work that discusses every major aspect of socialism and leaves no stone unturned. A few of the numerous topics discussed include the success of socialist ideas; life under socialism: art and literature, science and journalism; economic calculation under socialism; the ideal of equality; and Marx’s theory of monopolies.

While on a research trip in Peru, science journalist Alice Robb became hooked on lucid dreaming - the uncanny phenomenon in which a sleeping person can realize that they're dreaming and even control the dreamed experience. Finding these forays both puzzling and exhilarating, Robb dug deeper into the science of dreams at an extremely opportune moment: just as researchers began to understand why dreams exist. They aren't just random events; they have clear purposes. They help us learn and even overcome psychic trauma.

"Big Data" is on the covers of Science, Nature, The Economist, and Wired magazines, on the front pages of the Wall Street Journal and The New York Times. But despite the media hyperbole, as Christine Borgman points out in this examination of data and scholarly research, having the right data is usually better than having more data; little data can be just as valuable as big data. Borgman, an often-cited authority on scholarly communication, argues that data have no value or meaning in isolation; they exist within a knowledge infrastructure.