Master a data skill to boost your productivity
EXPLORE's range of DIGITAL SKILLS are SETA accredited and each offers a unique learning experience over a 6 week period. We’re confident that having nailed one skill, you’ll be back for more - the thrill of learning and applying new knowledge is hard to beat! Each skill is thoughtfully curated to ensure it can be applied in the workplace immediately.
You'll learn theory, tools and technology in a fast-paced and fun online environment, supported by wise and generous tech specialists who delight in learning.
Join the ranks of thousands of EXPLORERs who have learnt Amazing Things with us
Unsupervised Learning DIGITAL SKILL
Learn about data dimensionality reduction and how to determine feature significance. Figure out how to analyse unstructured data using various clustering techniques and use association to build a recommender engine.
Unsupervised Learning
- Clustering
K-Means Clustering
Hierarchical Clustering
Gaussian Mixture models
Dimensionality reduction techniques
- Recommender Systems
Measures of product similarity
Content and Collaborative-based filtering
Evaluating a recommender system
Build a recommender engine
Explore values curiosity: Did you know?
