SYDE 522: Machine Intelligence

Collection of lecture/tutorial notes and other resources maintained for SYDE 522.

Tutorials

• Tutorial 1: Introduction
• Tutorial 2: Principal Component Analysis
• Tutorial 3: K-means and TSNE
• Tutorial 4: Self Organizing Map (SOM)
• Tutorial 5: Cross-validation, Bagging and Ensembling
• Tutorial 6: Tensorflow Introduction
• Tutorial 7: Autoencoders
• Tutorial 8: Convolution Neural Networks (CNNs)
• Tutorial 9: Genetic Algorithm