This course covers the quantitative and Machine Learning (ML) part of the specialization module MD2B. It complements and extends the course offered by Prof. Dr. Frank Danzinger by hands-on techniques and hard-wired skills necessary for mastering and commanding digital eco-systems.
Topics encompass inter alia
- Refresher/Intro to programming in Python
- Refresher of Maths/Stats for Machine Learning (ML)
- Web scraping
- Sentiment analysis
- Social media monitoring
- Design of Large Language Models (LLMs)
- AI agents via LLMs
- RAG bots
Lectures will be offered every Thursday 9:50am - 1:10pm
- Dozent/in: Jianing Zhang