Overview
The Professional Certificate in Applied Machine Learning equips learners with comprehensive knowledge of a wide spectrum of machine learning algorithms, their hyperparameters, parameters, optimization, and practical applications. Participants will master the use of Rapidminer to implement these algorithms, develop and evaluate machine learning models, and represent results through Rapidminer’s visualization facilities. The programme also emphasises foundational and advanced machine learning programming skills in Python, ensuring a deep understanding of various machine learning approaches and their implementation using Python programming.
Course Description & Learning Outcomes
This PC will equip learners with the following competencies:
Understanding a wide spectrum of ML algorithms, their parameters, and their applications.
Knowing how to use Rapidminer to implement ML algorithms.
Understand how to develop machine learning models and how to evaluate them.
Gathering basic and machine learning Python programming skills.
Practicing how to represent the machine learning results using Rapidminer visualization facilities.
Understanding different machine learning approaches and how to implement them.
Schedule
End Date: 04 Dec 2025, Thursday
Location: 11 Research Link, COM 3, 119391
Pricing
Skills Covered
PROFICIENCY LEVEL GUIDE
Beginner: Introduce the subject matter without the need to have any prerequisites.
Proficient: Requires learners to have prior knowledge of the subject.
Expert: Involves advanced and more complex understanding of the subject.
- Machine Learning (Proficiency level: Beginner)
