Coursera deeplearning.ai - Deep Learning Specialization by Andrew NG et al.
Notes by Ricardo Santos
This repository is a placeholder for my notes on Andrew NG's (et al.) Coursera deeplearning.ai deep learning specialization including all 5 courses:
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Sequence Models
These were not thoroughly reviewed (comments/feedback are welcome), and are meant to be used as a quick reference for the topics covered in the courses, not as a replacement for that content.
A pandoc rendered .pdf file is provided, as well as a .md source file, that is better viewed with this fork of instant-markdown-d given that it contains latex formulas and a TOC, in combination with this fork of instant-markdown-preview plugin for Neovim.