Doing Data Science: Straight Talk from the Frontline: 9781449358655: O'Neil, Cathy, Schutt, Rachel

Doing Data Science is a comprehensive guide to starting a career in data science, written by experienced professionals in the field.

This book provides an ideal introduction for those familiar with linear algebra, probability, and statistics, with programming experience.

It covers a wide range of topics including statistical inference, exploratory data analysis, and the data science process, as well as algorithms such as spam filters, Naive Bayes, and data wrangling.

The book also delves into financial modeling, recommendation engines, causality, data visualization, social networks, and data journalism.

With real-world case studies and code examples, this book is a must-read for anyone looking to break into the exciting field of data science.