AI
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Python
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GPU-accelerated Python
GPU-accelerated Python
Getting started
A few words about Python
Running Python
Help and documentation
Syntax
Python objects
Collections
Control flow
Writing functions
Modules, pkgs, and libraries
Array computing with NumPy
Plotting in Python
Python at scale
Resources
Learning Python with LLMs
LLMs and coding
First dab at playing with an LLM
Webscraping with an LLM
Takeaways on coding with LLMs
Faster Python
JAX: accelerated arrays & AD
Polars: faster data frames
The world of data frames
Installation
Data types
Data structures
Data frame inspection
Subsetting data
Lazy evaluation
Comparison with pandas
Resources
GPU-accelerated Python
Text analysis
Package installation
Getting the data
Text processing
Text normalization
Sentiment analysis
Workshops
Web scraping with bs4
Data frames with pandas
Playing with text
Webinars
Faster data frames with Polars
Accelerated arrays & AD with JAX
Intro programming for HSS
uv
package manager
Next gen Python notebooks
Coming up in spring 2026.
Resources