Unsupervised Learning
We can teach you how to analyse unstructured data using various clustering techniques and use association to build a recommender engine. Vital, advanced skills in the serious Data Scientist's toolkit.
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Master a data skill to boost your productivity
EXPLORE's range of DIGITAL SKILLS 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
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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?
A lobster's blood is colourless but when exposed to oxygen it turns blue
Engaging, interactive and entertaining learning
At EXPLORE we firmly believe that learning can be fun, even when the content is complex. Our highly experienced course designers are able to share their insights and wisdom through our innovative learning platform and video-first approach. Take a look at what you can expect when joining us:
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Regression
A solid foundation in the theories behind Machine Learning make applying the tools that much easier.
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Unsupervised Learning
Get a taste of how our passionate scientists impart their knowledge on this expansive topic
Top Student Reviews
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I came from a business focused role. I had a desire to break into tech, more specifically Data Science and EXPLORE’s program became the catalyst for that ambition to materialise. I went from knowing nothing about coding to now working in a role where I get to build and implement effective software solutions for some of the biggest organisations in SA.
Jake Ruele
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I got to see how valuable data is because the way the content is structured you get to "EXPLORE" how to tackle some real-life problems (using recent data) for insights and possible solutions.
Lindokuhle Pearlson Moloi
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The supportive atmosphere and culture, with highly eloquent instructors, created a positive learning space that evoked not only an unmatched yearning to take in what was delivered but to apply it to the best of our abilities
Atisang Molapo
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