It's a full material help you learning Python from zero to intermediate! 🚀
I've used it for my 12-hour Python course since 2015. It covers various topics, from the simplest for-loop to the classification in machine learning.
The both deck and handouts are available online:
- Deck: https://speakerdeck.com/mosky/practicing-python-3
- Handouts: https://github.com/moskytw/practicing-python-3
Enjoy! 😉
The full outline:
- Showcases
- Our Toolbox
- Hello, Python!
- Checkpoint: Say Hi to Python
- Data Types – Primitives
- Checkpoint: Calculate BMR
- Control Flow – If & While
- Keep Learning
- Data Types – Composites
- Control Flow – For
- Checkpoint: Calculate Average BMR
- Control Flow – Try
- Control Flow – Def
- Checkpoint: Calculate Average BMR With Functions
- Libraries – Common Functions
- Libraries – Input & Output
- Checkpoint: Calculate Average BMR From the Dataset
- Libraries – Command Line Arguments
- Checkpoint: Calculate BMR From Command Line
- Control Flow – Yield
- Control Flow – Comprehensions
- Libraries – Functional Tricks
- Checkpoint: Calculate Average BMR With Comprehensions
- Libraries – Import Antigravity (has around 8 notebooks)
- Checkpoint: Visualization
- Libraries – Module & Package
- Data Types – Class
- Checkpoint: Classification