The enhanced ability to observe, collect, and store data in the natural sciences, in commerce, and in other elds calls for a change in our understanding of data and how to handle it in the …

All code that is used, e.g., to perform analysis or to create visualizations is included and can be re-used by anyone. The book is provided both online and as a PDF for printing. The primary …

Explore our extensive collection of Data Science books available for PDF download for free. From foundational concepts to advanced techniques, our cur...

To be able to truly understand data science and machine learning it is important to appreciate the underlying mathematics and statistics, as well as the resulting algorithms. The purpose of this …

Data detection is the basis for knowing what data you have. Data classification allows you to create scalable security solutions, by identifying which data is sensitive and needs to be secured.

Don’t mistake this class for a “baby” version of Data Science. You’ll be prepared for most “Data Scientist” and “Data Analyst” internships after taking this class.

In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

In this Introduction to Data Science eBook, a series of data prob- lems of increasing complexity is used to illustrate the skills and ca- pabilities needed by data scientists.

In all, this book’s broad perspective on the field of data science aims to educate readers about the data science applications they regularly use, to apply hat understanding to new applications, to …

This material has been published by Cambridge University Press as Foundations of Data Science by Avrim Blum, John Hopcroft, and Ravi Kannan. This pre-publication version is free to view …