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.



  • Next Course coming soon

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

  • 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:

  • Regression

    A solid foundation in the theories behind Machine Learning make applying the tools that much easier.

  • Unsupervised Learning

    Get a taste of how our passionate scientists impart their knowledge on this expansive topic

Top Student Reviews

  • 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
  • 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
  • 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

Find The Right Payment Plan For You

  • Upfront Payment

    Pay your fees before the course starts and enjoy a cost saving.
    No deposit.
    No complexity.
    Just one payment.
    Simple.

  • Pay as you Learn

    Monthly payments unlock your next module of learning.
    Fees payable in advance each month
    Seamless payments by automated deductions
    Make one payment, we do the rest!

Awesome! We’re glad to have you on board!

Please confirm your course selection below.

EXPLORE Software is committed to your privacy. By providing the details above you agree that EXPLORE Software may use the information you provide for candidate selection processes and to contact you via email and/or text communications. You may unsubscribe at any time. Read more: Privacy Policy

 

High Five - you’re one step closer!

You will now be directed to your Student Dashboard to complete your application.

Ok

We’ve got your interests at heart

At EXPLORE we believe that talented individuals should be able to access opportunities to uncover their potential and realise their dreams. We are dedicated to make learning more accessible.
The EXPLORE loan is designed to do exactly that. With 36 months to pay off your studies, our intention is to offer a competitive and affordable financing option.
Naturally, we need some details and documents from you to get your application started.

Apply Now

Applying for EXPLORE LOAN!

Simply complete this application.

Only a few steps lie between you and a world of incredible learning!

The following questions need to be answered with the details of the person who will be responsible for the loan repayments.

Awesome! We’re glad to have you on board!

Please confirm your course selection below.

High Five - you’re one step closer!

You will now be directed to your Student Dashboard to complete your application.