HDS-LEE Lectures on Data Science: Neural Networks & Deep Learning

Lecture 1 – Introduction to Machine Learning and Perceptron Learning Model
Slides PDF (8,49 MB)

Lecture 2 – Artificial Neural Network Learning Model and Backpropagation
Slides PDF (9,49 MB)

Lecture 3 – Deep Learning and Convolutional Neural Network Learning Model
Slides PDF (14,3 MB)

Practical Lecture 4 – Using Artificial Neural Networks and Convolutional Neural Networks
Slides PDF (4,23 MB)

Practical Lecture 4 – Using Artificial Neural Networks and Convolutional Neural Networks – Notebooks
ZIP (3,71 MB)