Content: 01.2 Entropy 01.3 The fundamental compression theorem 01.4 Conditional Entropy 01.5 Entropy and algorithms 01.6 Prediction, Learning and Cross-Entropy Loss ba2-EPFL/COM-102/Chapter 2