Data Science
- Data analysis
- Data Science
- Parameter estimation and inverse theory
- Bayesian theory and application
- Generalized Linear Models (GLM)
- Natural Language Processing (NLP)
Mathematics
- Linear Algebra
- Calculus
- Combinatorics
- Probability
- Graph theory, & Algorithm
Online Courses
- Mathematical Foundation of Generative AI
- LLM with semantic search
- Vector Databases: from Embeddings to Applications
- Understanding and Applying Text Embeddings
- Supervised Machine Learning: Regression and Classification
- Advanced Learning Algorithm
