INTELLIGENT TECHNIQUES FOR PROCESSING STRUCTURED AND LARGE DATA

Instructors:

• course: Teaching Assistant, PhD Sergiu Limboi
• laboratory: Associate Teacher Andreea Gabrian

Current week- Week 12: 18-22 May 2026

Teams channel code: j8zn8u3

All materiales can be found at: github-course

Lectures:

1. Introduction
2. Data understanding & Data quality in large-scale systems
3. Processing Large Structured Data: Architectures, Formats, and Scalable Analytics
4. Large-scale Data Mining
5. Data Stream Mining
6. Anomaly Detection at Scale: Finding Rare Signals in Massive and Streaming Data
7. Invited lecture: Iulia Istrate-Generative AI Engineer at Microsoft
8. Recommendation Systems: From Patterns to Personalized Decisions
9. Invited lectures: Dan Miclea @ World Bank & Alexandra Todericiu @Microsoft: AI in Action
10. Sentiment-Aware Recommendation Systems: Designing and Validating Similarity Measures
11. Bias, Fairness and Unlearning in AI