Training materials
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slides, video
RIP pandas, welcome Polars
• beginnerPython DataFrame Polars -
slides, video
Accelerated array computing & AD with JAX
• beginnerAI deep learning JAX Python automatic differentiation GPU TPU accelerator -
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
DataFrames on GPUs with Polars and RAPIDS cuDF
•• intermediatePython DataFrames GPU RAPIDS cuDF Polars -
course
Notes about GPUs
• beginnerPython GPU programming CUDA -
course
An introduction to natural language processing using TextBlob
• beginnerPython NLP TextBlob -
course
Getting started in Python
• beginnerPython plotting matplotlib seaborn OOP -
course
Learning Python with LLMs
• beginnerPython llm webscraping -
course
High-performance array computing and differentiation with JAX
• beginnerJAX Python automatic differentiation GPU TPU accelerator