Drawing from Data bookshelf plus videos

The complete Drawing from Data bundle, including two ebooks and a collection of four detailed dataset walkthrough videos.

The books

• : an introduction to Python programming for complete beginners
• : Clean, filter, reshape and visualize complex real world datasets using the scientific Python stack.

each with exercise files and example code.

The videos

This package includes in-depth video walkthroughs for four different datasets:

• An analysis of 5000 movies taken from a crowdsourced database
• Car accident reports captured by automated sensors
• Historical Lego set data including details of every single brick
• Results of a survey of software developers, their careers and backgrounds

along with Jupyter notebooks containing all the final code, which you can use to rerun the analyses or tweak for your own projects.