2100498 AI-for-Engineer, Chulalongkorn University, 2019

Optimization

1. Hill Climb (find the minimum h in n-Queen problem)

2. Genetic algorithm

Machine Learning

1. K-mean clustering

2. H-clustering

3. Linear regression

4. Logistic regression

5. Decision tree

6. Naïve Bayes classifier

Deep learning

1. Face mask classification using pretained model (resnet18)

2. Pneumonia classification using my own CNN network

3. MNIST and CIFAR10 classification using my own neuron network