Join us to learn regression algorithms, different regularisation techniques, which models to use when, and how to optimise model performance using hyperparameter tuning.
Enroll nowAt 10 hrs/week
Courses coming soon
Our expert scientists have crafted world-class content to ensure learning happens in an engaging, friendly and professional way. Each course allows for varied levels of experience and expertise.
Learning with EXPLORE isn't simply studying, it's an experience!
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.
Learn how to prepare data to build predictive models. Understand different regression algorithms, different regularisation techniques, which models to use when, and how to optimise model performance using hyperparameter tuning.
Linear regression models
Train models and make predictions
Regularization techniques - Ridge, Lasso
Test model output - MSE, MAE, RMSE
K nearest neighbors
Decision trees
Random forests
Support Vector machines
Optimizing model performance by tuning hyperparameters
Explore values curiosity: Did you know?August has the highest percentage of births
Data skills are the most sought after with some of the highest paid salaries on offer.
Our facilitators and support team have been there and done that - experienced practitioners with a range of data mastery in Utilities, Retail and Financial Services. They are your champions and cheerleaders.
The course is built around solving actual problems, whilst learning the latest tools and technologies. Based on the issues that our renowned scientists have helped to solve, each course was designed by a team with years of experience at a global level.
EXPLORE prides itself on the practicality of its courses. Participants must be able to apply the skills and knowledge that they acquire to do Amazing Things. Specialists have put their incredible skills together to ensure that learning adds value and not just 'nice-to-know'.
Participants will have extended access to the material that is covered in the course, allowing them to revisit the techniques whenever they choose to.
EXPLORE really attracts some of the most talented, creative, and hardworking individuals I've met, but also the weirdest and socially awkward as well. I guess that's what I like about it, it's a place for anyone regardless of the differences we have to come together and pursue greatness by building next-level solutions.
EXPLORE hasn't only given me the courage to always set the bar higher but also acknowledge the human factor in all of us. They're not only equipping you with the best skills but also personally developing you into becoming better all the time.
The fact that I was allowed to use different methods to achieve a given task was freeing. I felt as if I was given a paint brush and an infinite array of colors to paint my solution without being put into a box.
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:
Programming in Python makes using you data simple & easy, get a feel for how you'll master this art
Get a taste of you'll learn these data skills with our passionate scientists
Once you've mastered Regression, sign-up for our Unsupervised Learning Digital Skill to add to your impressive portfolio
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!
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!
Please tell us a little more about Course, Location and Payment plan .
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.
We'll send you an email shortly with more details. Click "OK" to dismiss this popup and go to your dashboard. Or you can click "Dashboard" in the top right.
