# Productize It

- [ML Life Cycle](/productize-ml/productize-it/ml-lifecycle.md): You will learn: the end-to-end process to develop an ML product.
- [Business Objectives](/productize-ml/productize-it/business-objectives.md): You will learn: how to define your product KPI(s).
- [Data Preparation](/productize-ml/productize-it/data-preparation.md): You will learn: (mandatory) data checks to perform before developing your model solution.
- [Model Development](/productize-ml/productize-it/model-development.md): You will learn: how to reuse existing solutions that can be adapted to your problem.
- [Train, Evaluate, and Deploy](/productize-ml/productize-it/train-evaluate-deploy.md)
- [A/B Testing](/productize-ml/productize-it/a-b-testing.md): You will learn: an effective way to monitor and measure your solution via A/B testing.
- [KPI Evaluation](/productize-ml/productize-it/kpi-evaluation.md): You will learn: how to effectively iterate over your launched product.
- [PM Terminology](/productize-ml/productize-it/pm-terminology.md): You will learn: commonly used product management terminology.