Sergiu Limboi

DATA ANALYSIS AND KNOWLEDGE DISCOVERY

Data Science for Industry and society, master program, 1st year

Artificial Intelligence for Connected Industry, master program, 1st year

Instructors:

Current week- Week 7: 6-10 April 2026

Teams channel code: 9dtc90d

Lectures:

  1. Introduction into Data Analysis, Data Mining, and Knowledge Discovery
  2. Data quality & Data preprocessing
  3. Exploratory Data Analysis & Data understanding
  4. Feature Engineering in the Knowledge Discovery Pipeline
  5. Discovering Structure in Chaos: Unsupervised Learning & Clustering
  6. Anomaly Detection