Machine Learning

• 3
• 3 Students
• All Levels

This courselet will cover how to assess and capture sentiment with regards to news article publications via supervised machin..

• 2
• 12 Students
• All Levels

The Shapley Decomposition is a model-agnostic tool which is able give a variable importance measure on a local level.

• 7
• 33 Students
• All Levels

This course includes the work of Kainat Khowaja and her PhD supervisor towards exploring the random forests, and all the rele..

• 1
• 1 Students
• All Levels

Learning Probability Distributions in Macroeconomics and Finance

• 2
• 4 Students
• All Levels

Master thesis presentation

• 2
• 7 Students
• All Levels

Possible Approximately Correct Learning

• 3
• 47 Students
• All Levels

We will mainly focus on Latent Dirichlet Allocation (LDA) and its extensions.

• 2
• 10 Students
• All Levels

Latent Dirichlet Allocation (LDA) extensions

• 2
• 30 Students
• All Levels

Introduction of Kalman filter including the background, calculation methodology and application.

• 2
• 8 Students
• All Levels

K-expectile clustering