Beginners who are familiar with the basics of python. Exposure to basic concepts like iteration using for loops and while loops are required. Knowledge of classes will help.
To gain a conceptual understanding of how python generators work, and how to use them to make your code more efficient and sleek.
- What are generators? (~5 min)
- Introduction to standard iteration
- Iteration using generator functions
- Infinite series
- Generators in practice - data loading in machine learning (~3 min)
- How do they work? (~7 min)
- Sending data back into generators
- Example - Running metric evaluation
- Stacking generators and the
yield fromstatement- Example - binary tree traversal
- Sending data back into generators
- A brief foray into async and co-routines (~5 min)
- Understanding
yield from - A simple example of an event loop
- Understanding