Machine Learning

Machine Learning Courses/Courselets

course
  • 2
  • 20 Students
  • All Levels

Short introduction to Reinforcement Learning, mostly Q-learning

  • Free
  • 4.7 Rating
  • 1 Reviews

course
  • 2
  • 17 Students
  • All Levels

This course deals with the intersection of causal inference, especially heterogeneity, and Machine Learning. We will see wh..

  • Free
  • 0 Rating
  • 0 Reviews

course
  • 3
  • 47 Students
  • All Levels

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

  • Free
  • 5 Rating
  • 1 Reviews

course
  • 2
  • 10 Students
  • All Levels

Latent Dirichlet Allocation (LDA) extensions

  • Free
  • 5 Rating
  • 1 Reviews

course
  • 2
  • 30 Students
  • All Levels

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

  • Free
  • 4.6 Rating
  • 3 Reviews

course
  • 2
  • 4 Students
  • All Levels

Presentation of the research paper "Assessing the Quality of Human-Generated Summaries with Weakly Supervised Learning"

  • Free
  • 4.7 Rating
  • 1 Reviews

course
  • 2
  • 16 Students
  • All Levels

A systemic risk management tool

  • Free
  • 5 Rating
  • 2 Reviews

course
  • 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.

  • Free
  • 5 Rating
  • 3 Reviews

course
  • 2
  • 11 Students
  • All Levels

Financial risk measure FRM (Financial Risk Meter) is proposed for Emerging markets (FRM@EM).

  • Free
  • 4 Rating
  • 1 Reviews

course
  • 2
  • 8 Students
  • All Levels

K-expectile clustering

  • Free
  • 0 Rating
  • 0 Reviews