Free Online Course: Data Mining with Weka by University of Waikato

Récompense totale

0 $

Région

En ligne

Pays hôte

Monde

Date limite

En cours

Niveau d'études

Enseignement professionnel

Type d'opportunité

Divers

Financement d'opportunité

Financement complet

Pays éligibles

Cette opportunité est destiné à tous les pays

Région éligible

Toutes les régions

The course is free. However, there is an option to upgrade the course which would include the a certificate and some extra capabilities.
By the end of the course, participants will be able to:
- Demonstrate use of Weka for key data mining tasks.
- Explain how data miners can unwittingly overestimate the performance of their system.
- Apply many different learning methods to a dataset of your choice.
- Describe the principles behind many modern machine learning methods.
- Debate ethical issues raised by mining personal data.
- Evaluate the performance of a classifier on new, unseen, instances.
- Identify learning methods that are based on different flavors of simplicity.
- Interpret the output produced by classification methods.
- Compare the decision boundaries produced by different classification algorithms.