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Short hands-on course on the Flux.jl machine learning library in Julia. It covers why Flux exists, how to build deep learning models with it, an introduction to neural networks, and a worked example of recognizing handwritten digits with a neural network. Aimed at learners already comfortable with Julia who want to start training models.
Syllabus
Flux Basics
- Why Flux?
- Building Deep Learning Models - Intro
- Introduction to Flux (21:16)
Using Flux
- Introduction to Neural Networks (16:58)
- Deep Learning with Flux (29:41)
- Recognizing handwriting with a neural network (27:37)
Taught by
Dr. Matt Bauman