Here is the note I took for the second course of the Machine Learning Engineering for Production (MLOps) Specialization. In this course, I learned how to accomplish data collection for ML production system, implement feature engineering, transformation, and selection with TensorFlow Extended, and establish the data lifecycle by leveraging data lineage and provenance metadata tools and follow data evolution with enterprise data schemas.