We will be posting all lecture materials on the course syllabus.

Here is a collection of resources that may help you learn more about various concepts and skills covered in the class. Learning by reading is a key part of being a well-rounded data scientist. We will not assign mandatory reading but instead encourage you to look at these materials.

Web References

In this class we will be using several key libraries. Here are their documentation pages:

Reading Resources

Because data science is a relatively new and rapidly evolving discipline there is no single ideal textbook for this subject. Instead, you can find useful reading among the following collection of books, all of which are free.