Applied machine learning: Machine Learning worked examples

Connect a prediction to a decision and a complete experiment.

• Machine learning for business analytics: start with the decision, then the model

  Plan a useful machine learning project for business analytics: define a decision, compare a rule, choose data and evaluate errors with a worked example.

  explanation · 6 min read

• Machine learning for non-technical people: how to read a model report and what to ask

  Understand machine learning without coding: follow a worked example, read a model report and ask useful questions before starting a project.

  explanation · 6 min read

• Machine learning for predictive analytics: define the target, beat a baseline, test fairly

  Learn predictive analytics through a clear target, prediction-time inputs, a baseline and held-out evaluation. Work through a forecast example and common errors.

  tutorial · 6 min read