Materials - Explora

Explora Phase II Beta Release is now live - Training materials discovery is now available.

Training materials

Licence: Creative Commons Attribution Non Commercial Share Alike 4.0 International

and Keywords: Python

and Resource type: course

12 materials found

course

A brief introduction to machine learning with scikit-learn

• beginner
machine learning Python scikit-learn
course

Faster DataFrames with Polars

• beginner
Python Polars DataFrames lazy evaluation automatic parallelization multi-threading optimization
course

Arrays on GPUs with CuPy

•• intermediate
Python GPU CuPy
course

DataFrames on GPUs with Polars and RAPIDS cuDF

•• intermediate
Python DataFrames GPU RAPIDS cuDF Polars
course

Notes about GPUs

• beginner
Python GPU programming CUDA
course

An introduction to natural language processing using TextBlob

• beginner
Python NLP TextBlob
course

Getting started in Python

• beginner
Python plotting matplotlib seaborn OOP
course

Learning Python with LLMs

• beginner
Python llm webscraping
course

High-performance array computing and differentiation with JAX

• beginner
JAX Python automatic differentiation GPU TPU accelerator
course

Deep learning with JAX and Flax

••• advanced
AI deep learning Python JAX Flax

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