Understanding the End-to-End Machine Learning Life Cycle

Understanding the End-to-End Machine Learning Life Cycle

https://knowledge.businesscompassllc.com/understanding-the-end-to-end-machine-learning-life-cycle/

The machine learning lifecycle can feel overwhelming when you’re staring at raw data and wondering how it becomes a working ML model that actually solves business problems. Many data scientists, ML engineers, and product managers jump straight into model training without understanding the complete end-to-end ML pipeline – a mistake that leads to failed projects and models that never see production.