Collecting and cleaning large datasets from various sources.
Exploring and visualizing data to gain insights and identify patterns.
Building and evaluating predictive models using machine learning algorithms.
Communicating findings and insights to stakeholders in a clear and effective manner.
Deploying and maintaining models in a production environment.