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Join us to learn regression algorithms, different regularisation techniques, which models to use when, and how to optimise model performance using hyperparameter tuning.
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 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
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:
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
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.
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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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.