1. Final thoughts
Wow, that finch beak analysis was intense. It makes me happy to know that you got to dive into one of my favorite data sets of all time. I hope going through that case study showed you how powerful you now are with your new skills in
2. Your statistical thinking skills
statistical inference, along with being able to implement them in Python. You can now do effective exploratory data analysis, plotting ECDFs and computing summary statistics. You can obtain parameters by optimization, including by linear regression. You can think probabilistically about those parameter values and give them confidence intervals. To do this, you can use the exceptionally powerful and versatile bootstrap method. Finally, you can formulate and test statistical hypotheses. There is a world of data out there for you to make inferences about using your hard-earnt Python skills! You have the knowledge and skills to do so. You are now a more powerful data scientist.
3. Let's practice!
Bon voyage!