Advanced Regression
Join us to learn regression algorithms, different regularisation techniques, which models to use when, and how to optimise model performance using hyperparameter tuning.
- 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
Regression DIGITAL SKILL
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.
Regression
-
Regression Model Building
Linear regression models
Train models and make predictions
Regularization techniques - Ridge, Lasso
Test model output - MSE, MAE, RMSE -
Regression Algorithms
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
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
Get a taste of you'll learn these data skills with our passionate scientists
-
Unsupervised Learning
Once you've mastered Regression, sign-up for our Unsupervised Learning Digital Skill to add to your impressive portfolio
Top Student Reviews
-
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.
Jake Ruele
-
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.
Thembisile Damon
-
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.
Ntwanano Matjokane
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.
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.
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.
The next step in your application journey is to complete a 30 question multiple choice aptitude quiz. We’re looking at your logic, problem-solving and numeracy skills. No preparation is required.
You can access the quiz from the Assessments tab of your Student Dashboard at any
time.
High Five - you’re one step closer!
You will now be directed to your Student Dashboard to complete your application.