TEACHING

Lectures at Gachon University

• Data structure (2023, 2024)

• Algorithm (2023)

• Introduction to AI (2024)

• Mathematics for AI  (2023)

• Problem-solving methods (2023)

Tutorials from scratch

• https://github.com/jakeoung/teach

Useful online links

Fun online demos or playground

• pythontutor.com to visualize memory

• visualgo.net to visualize DS and algorithms

• https://www.youtube.com/watch?v=ZZuD6iUe3Pc  sorting animation

• https://valeriodiste.github.io/ExternalMergeSortVisualizer/External%20Merge%20Sort%20Visualizer/index.html 

• logistic regression, neural networks https://playground.tensorflow.org  https://deeperplayground.org

• word2vec https://remykarem.github.io/word2vec-demo/ 

• word2vec nice visualization of intermediate steps https://github.com/study-ml/word2vec-demo 

•  https://poloclub.github.io/cnn-explainer/ 

•  https://cs.stanford.edu/people/karpathy/reinforcejs/

•  https://cs.stanford.edu/people/karpathy/convnetjs/

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• RSA, https://www.cryptool.org/en/cto/rsa-step-by-step