Association and Clustering
Training Provider: SINGAPORE UNIVERSITY OF SOCIAL SCIENCES
Course Reference: TGS-2023037343
S$438
Original: S$1,461
Save S$1,023
About This Course
The course introduces key principles of association and clustering from an applied perspective, but with emphasis on merits and limitations of algorithms when employed in different situations. By the end of this course, participants should appreciate how algorithms are applied in different contexts, be able to execute the relevant computer commands for solving problems; interpret the generated solutions and provide insightful discussion on topics.
What You'll Learn
Association Rule Mining;Apriori Algorithm and Rule Evaluation Measures;Association Visualisation;Continous Association Rule Mining Algorithm (CARMA);Sequence Pattern Mining;Sequence Pattern Mining using modeller;Introduction to Clustering;Partitional and Hierarchical Clustering;Two-Step Algorithms;Self-Organising Maps;Practical Clustering Process;Case Studies in Clustering;
Entry Requirements
Diploma or an equivalent qualification from a recognised institution
Course Details
Back to All Courses
Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
More Courses from SINGAPORE UNIVERSITY OF SOCIAL SCIENCES
This 'Person-of-the-Therapist' (POTT) training model is designed for practicing counsellors, psychol...
Singapore has a growing and vibrant electronics industry that generated more than $131 billion of ou...
SUSS’s SkillsFuture Career Transition Programme (SCTP) Certificate in Facilities Management, a 6-m...