A Beginner's Guide to Machine Learning Models

From raw data to predictive insights, this is your roadmap to building your first model.

Time Allocation in a Typical ML Project

This chart illustrates where data scientists often spend the most time. Notice the significant effort required for data collection and preprocessing, which is often surprising to newcomers.