| layout | title | permalink | order |
|---|---|---|---|
page |
Curriculum |
/Curriculum/ |
2 |
- GeoGebra flight
- Back to high school (module A to E)
- Math pre-requisite through visualization (Linear Algebra and probability without jargon)
- Matrix visualizations
- Probability basics through programming
- Algorithmic approach to data sciences
- German Tank problem
- Closest Pairs
- Huffman Encoding
- Perceptron
- PageRank
- Online Hiring
- Min-Cut
- Vigenere Chipher
- Machine learning classics
- Machine learning essentials
- Bayesian learning through market magic
- Fun intro to neural networks
- Deep learning
- CNN, RNN, LSTMs
- Applications
- Large language models
- Sequence to sequence models
- Autoencoders
- Transformers
- Path-breaking applications