1. Data Platform for Machine Learning
2. Sridhar Alla and Suman Kalyan Adari . 2021. What is mlops? In Beginning MLOps with MLFlow . Springer , 79--124. Sridhar Alla and Suman Kalyan Adari. 2021. What is mlops? In Beginning MLOps with MLFlow. Springer, 79--124.
3. Software Engineering for Machine Learning: A Case Study
4. Abdallah Atouani , Jörg Christian Kirchhof , Evgeny Kusmenko , and Bernhard Rumpe . 2021 . Artifact and Reference Models for Generative Machine Learning Frameworks and Build Systems. In GPCE'21 . 55--68. Abdallah Atouani, Jörg Christian Kirchhof, Evgeny Kusmenko, and Bernhard Rumpe. 2021. Artifact and Reference Models for Generative Machine Learning Frameworks and Build Systems. In GPCE'21. 55--68.
5. On the Co-evolution of ML Pipelines and Source Code - Empirical Study of DVC Projects