Now that answering complex and compelling questions with data can make the difference in an election or a business model, data science is an attractive discipline. But how can you learn this wide-ranging, interdisciplinary field? With this book, you’ll get material from Columbia University’s "Introduction to Data Science" class in an easy-to-follow format. Each chapter-long lec...(展开全部)

Now that answering complex and compelling questions with data can make the difference in an election or a business model, data science is an attractive discipline. But how can you learn this wide-ranging, interdisciplinary field? With this book, you’ll get material from Columbia University’s "Introduction to Data Science" class in an easy-to-follow format. Each chapter-long lec...(展开全部)

They called him Neutron Jack. They called him the world's toughest boss. And then Fortune called him "The Manager of the Century." In his twenty-year career at the helm of General Electric, Jack Welch defied conventional wisdom and turned an aging behemoth of a corporation into a lean, mean engine of growth and corporate innovation. In this remarkable autobiography-a classic bu...(展开全部)

The Data Science Handbook contains candid interviews with 25 of the world’s best data scientists. We sat down with them, had in-depth conversations about their careers, personal stories, perspectives on data science and life advice. In The Data Science Handbook, you will find war stories from DJ Patil, US Chief Data Officer and one of the founders of the field. You’ll learn ind...(展开全部)

A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan, Second Edition provides an accessible approach for conducting Bayesian data analysis, as material is explained clearly with concrete examples. Included are step by step instructions on how to carry out Bayesian data analyses in the popular and free software R and WinBugs, as well as new programs in JAGS and Stan. ...(展开全部)

Rise above the competition and excel in your next interview with this one-stop guide to Python, SQL, version control, statistics, machine learning, and much more Key Features Acquire highly sought-after skills of the trade, including Python, SQL, statistics, and machine learning Gain the confidence to explain complex statistical, machine learning, and deep learning theory Extend your expertise beyond model development with version control, shell scrip

Nearly all philosophers have dealt with the outcomes of scientific research, and have overlooked its philosophical presuppositions, such as those of rationality and realism. Although these presuppositions are mostly tacit and thus easily overlooked, actually they are supremely important, since some of them favor research whereas others hamper it. For instance, whereas subjectiv...(展开全部)

Nearly all philosophers have dealt with the outcomes of scientific research, and have overlooked its philosophical presuppositions, such as those of rationality and realism. Although these presuppositions are mostly tacit and thus easily overlooked, actually they are supremely important, since some of them favor research whereas others hamper it. For instance, whereas subjectiv...(展开全部)

Imagine a world without things. There would be nothing to describe, nothing to explain, remark, interpret, or complain about. Without things, we would stop speaking; we would become as mute as things are alleged to be. In nine original essays, internationally renowned historians of art and of science seek to understand how objects become charged with significance without losing...(展开全部)