The Practical Training for the SAAI Summer School on AI (https://saai2024.github.io/)

Outline

1. Linear Regression
2. Logistic Regression (Classification)
3. CNN's
4. Clustering and Dim. Reduction

Datasets

• https://www.kaggle.com/code/prasadperera/the-boston-housing-dataset
• https://archive.ics.uci.edu/dataset/53/iris
• https://archive.ics.uci.edu/dataset/186/wine+quality
• https://www.kaggle.com/datasets/shreyanshverma27/water-quality-testing

Courses (for inspiration)

• https://albarqouni.github.io/students/courses/iml2022/
• Udacity

Playgrounds

• Tensorflow — Neural Network Playground
• Machine Learning Playground
• ML Playground Linear Regression
• Image kernels
• Image Convolutional Playground
• K-Means Clustering Demo
• DBScan visualization

License

This project is licensed under the Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0). See LICENSE for more details