Notes from Discrete Mathematics by University of London

Notes from Coursera's Mathematics for Machine Learning: Linear Algebra by Imperial College London

Notes from the Deep Learning for Coders (2020) video series by Jeremy Howard and Sylvain Gugger (fast.ai)

Course notes from fastai's Deep Learning 2018

Notes from Coursera's Convolutional Neural Networks by Andrew Ng, Younes Bensouda Mourri and Kian Katanforoosh

Contents

• Week 1 - Foundations of Convolutional Neural Networks
• Week 2 …

Notes from Coursera's Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization by Andrew Ng, Younes Bensouda Mourri and Kian Katanforoosh

Contents

• Improving Deep Neural …

Notes from Coursera's Structuring Machine Learning Projects by Andrew Ng, Younes Bensouda Mourri and Kian Katanforoosh

Contents

• Structuring Machine Learning Projects (Coursera) - Week 1
• Structuring …

Notes from Coursera's Introduction to Recommender Systems: Non-Personalized and Content-Based by Joseph A Konstan and Michael D. Ekstrand.

Contents

• Week 1 - Introducing Recommender Systems
• Week …

Course notes from Data Structures and Performance on Coursera

Part of the Machine Learning Specialisation.

Contents

• Week 1 - Linear Classifiers & Logistic Regression
• Week 2 - Learning Linear Classifiers
• Week 3 - Decision Trees
• Week 4 - Preventing …