Machine Learning

Machine Learning Courses/Courselets

course
  • 2
  • 31 Students
  • All Levels

Courselet

Short introduction to Reinforcement Learning, mostly Q-learning

  • Free
  • 4.7 Rating
  • 1 Reviews

course
  • 2
  • 22 Students
  • All Levels

Courselet

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
  • 93 Students
  • All Levels

Courselet

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

  • Free
  • 4.7 Rating
  • 3 Reviews

course
  • 2
  • 17 Students
  • All Levels

Courselet

Latent Dirichlet Allocation (LDA) extensions

  • Free
  • 5 Rating
  • 1 Reviews

course
  • 2
  • 57 Students
  • All Levels

Courselet

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

  • Free
  • 4.6 Rating
  • 3 Reviews

course
  • 2
  • 7 Students
  • All Levels

Courselet

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

Courselet

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
  • 18 Students
  • All Levels

Courselet

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

  • Free
  • 4 Rating
  • 1 Reviews

course
  • 2
  • 9 Students
  • All Levels

Courselet

Possible Approximately Correct Learning

  • Free
  • 4.3 Rating
  • 1 Reviews

course
  • 2
  • 10 Students
  • All Levels

Courselet

Introduction to Generative Adversarial Networks (GAN) with basic applications

  • Free
  • 5 Rating
  • 2 Reviews