Training materials
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course
A brief introduction to machine learning with scikit-learn
• beginnermachine learning Python scikit-learn -
course
Getting started with Git
• beginnerGit version-control -
course
Getting started with Unix shells
• beginnerBash Zsh Unix shell scripting command-line -
course
Getting started with Emacs
• beginnerEmacs text editor -
course
Collaborating on GitHub
•• intermediateGit version-control GitHub collaboration -
course
Faster DataFrames with Polars
• beginnerPython Polars DataFrames lazy evaluation automatic parallelization multi-threading optimization -
course
Arrays on GPUs with CuPy
•• intermediatePython GPU CuPy -
course
Getting started with Julia
• beginnerJulia -
course
High-performance Julia
•• intermediateJulia HPC multi-threading distributed computing parallel programming -
course
DataFrames on GPUs with Polars and RAPIDS cuDF
•• intermediatePython DataFrames GPU RAPIDS cuDF Polars