Introduction to Deep Learning

COMPTEXT 2022, 5.5.2022

Team

Christian Arnold, Cardiff University (Instructor)

• arnoldc6@cardiff.ac.uk

Docs

• Slides
• Maths

Code (Google Collab)

• Code Nr.1: MNIST
• Code Nr.2: MNIST revisited
• Code Nr.3: IMDB

Sources

Books

• Chollet, François and J.J. Allaire. 2018. Deep Learning with R. Manning Publications.
• Goodfellow, Ian and Yoshua Bengio and Aaron Courville. 2016. Deep Learning. MIT Press.

Internet Resources

• Ng, Andrew. Deep Learning Specialization. coursera.org.
• Deep Learning Papers Reading Roadmap. https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap
• Introduction to Machine Learning. https://introduction-to-machine-learning.netlify.app/