This course teaches learners the basics of deep learning with Flux.jl, including building deep learning models and recognizing handwriting with a neural network. The course covers topics such as Flux basics, introduction to neural networks, and deep learning with Flux. The teaching method includes video lectures with a duration of 1-2 hours. This course is intended for individuals interested in learning about deep learning and neural networks using Flux.jl.
Overview
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
