Applied Machine Learning for Business Problems
Applied Machine Learning for Business Problems Applied machine learning helps turn data into practical decisions. In business, a successful model answers a real question, is easy to use, and can be updated over time. This guide offers practical steps to apply ML to common tasks without hype. It focuses on framing, data, evaluation, and governance so teams can act with confidence. Understanding the problem and data Start with a clear question. What decision will the model support, and who will use it? Map data sources, owners, and any limits. Check data quality early: missing values, duplicates, inconsistent labels. Sketch a simple data flow from source to decision. This helps you avoid surprises later. ...