Vak: Predictive Modelling and Machine Learning credits: 4

Vakcode
ITVB18DSC3
Naam
Predictive Modelling and Machine Learning
Studiejaar
2019-2020
ECTS credits
4
Taal
Engels
Coördinator
T.B. Dijkhuis
Werkvormen
  • Hoorcollege
  • Opdracht
Toetsen
  • Predictive Modelling & Machine Learning - Overige toetsing

Leeruitkomsten

The student is able to apply data preparation techniques to a set of data using Python
The student can visualize data in a meaningful way
The student can identify important features in a dataset
The student is able to model appropriate machine learning algorithms for different datasets using standard libraries in Python
The student can evaluate a machine learning model using appropriate evaluation metrics

Inhoud

In this course the student will gain theoretical knowledge on predictive modelling and machine learning, and practical skills on doing predictive modelling in Python using Jupyter notebooks. The student will learn to do data preparation and visualization, data modelling using machine learning techniques and model evaluation. 
 

Opgenomen in opleiding(en)

School(s)

  • Instituut voor Communicatie, Media & IT