Build this as an interactive tool for our popular 101 Pandas exercises. The code runs entirely in local in your browser. Would love feedback on the ease of use and the editor UX.
This will be a helpful resource for those who prefer to learn via books and blog, but also want to practice what they learn in the same page. So, this is like a blog but is also a fully functional Python notebook which you can use to workout python code and also solve exercises. It's meant to be comprehensive starting from the very basic to advanced Python concepts that's not often discussed in classrooms, in one sequential flow of lessons. I hope you enjoy it!
Your code automatically saves every 2 seconds. Install more packages, create or upload existing Jupyter notebooks to continue working on them, your code runs completely local in browser - nothing is sent to servers.
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Linear regression doesn't perform when you have outliers in data. Let's understand clearly why this is so and how Robust regression overcomes this problem mathematically.
SQL window functions is one of the advanced concepts, understanding which will give you the ability to do complex data wrangling and transformations in SQL.
You're right, its not really a reference. But with the understanding, one should be quipped with the knowledge to make any ggplot. It's meant to be a tutorial that explains the structure to make any ggplot. Especially for beginners for whom the ggplot syntax didn't immediately click and those who struggle for long trying to get their ggplot right.