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)