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.

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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

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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

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$750
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