Lecture 1: Data transformations

• Philipp Eller (TUM)

Lecture 2: Clustering

• Philipp Eller (TUM)

Lecture 3: Optimization Algorithms

• Philipp Eller (TUM)

Lecture 4: Decision Trees

• Philipp Eller (TUM)

Lecture 5: Neural Networks

• Philipp Eller (TUM)

Lecture 6: Regression & Auto Encoders

• Philipp Eller (TUM)

Lecture 1

• Lukas Heinrich (CERN/TUM)

Lecture 2

• Lukas Heinrich (CERN/TUM)

Lecture 3

• Lukas Heinrich (CERN/TUM)

Lecture 4

• Lukas Heinrich (CERN/TUM)

Lecture 5

• Lukas Heinrich (CERN/TUM)

Lecture 6

• Lukas Heinrich (CERN/TUM)