Course : Data Mining - Data Science 2026

Dear all, the final exam will cover the following topics:

- 01b-WorkingWithData.pdf (Jaccard similarity, bag similarity, Euclidean distance, cosine similarity, edit distance and variations)

- 01c-LinkPrediction.pdf (adamic adar)

- 02-Assosiation Rules.pdf (a-priori algorithm, support,confidence,lift of a rule)

- 04-LinkAnalysis.pdf (intuition/definition of pagerank)

- 05-Graph Basic Concepts.pdf (centrality metrics/local & average clustering coefficient)

- 08-StreamAnalytics.pdf (bloom filter, min-count sketch, exponential decay)

- 08-StreamAnalytics.pdf (bloom filter, min-count sketch, exponential decay)