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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.
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.
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.
K-Means Clustering
Hierarchical Clustering
Gaussian Mixture models
Dimensionality reduction techniques
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
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:
A solid foundation in the theories behind Machine Learning make applying the tools that much easier.
Get a taste of how our passionate scientists impart their knowledge on this expansive topic
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.
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.
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
Pay your fees before the course starts and enjoy a cost saving.
No deposit.
No complexity.
Just one payment.
Simple.
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!
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You will now be directed to your Student Dashboard to complete your application.
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.
The following questions need to be answered with the details of the person who will be responsible for the loan repayments.
The next step in your application is to complete a multiple choice Verbal reasoning assessment.
You can access the assessment from your Student Dashboard at any time.
You will now be directed to your Student Dashboard to complete your application.