The complete Drawing from Data bundle, including two ebooks and a collection of four detailed dataset walkthrough videos.
- Python for complete beginners: an introduction to Python programming for complete beginners
- Drawing from Data: Clean, filter, reshape and visualize complex real world datasets using the scientific Python stack.
each with exercise files and example code.
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.
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