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Resources

Day 1: Revision of Discrete Maths (Logic, Sets, Probability) [handout]

Day 2: Revision of Probability [see the handout from Day 1]

Day 3: Revision of Probability + Heavy Tails + Data Basics [data_basics_slides, some_lecture_notes]

Day 4: Heavy Tails + Data Basics + Tools [tools]

Day 5: Data Basics + Regression [regression]

Day 6: Regression

Day 7: Regression + Classification [classification]

Day 8: Classification

Day 9: Clustering [clustering]

Day 10: Clustering

Day 11: Social Networks, Recommendation Systems [socialNets, recommendation]

Other topics: Time Series [series]

Exercises: