In this episode, we have another guest from AI Singapore. He is Ryzal Kamis, Senior Platform Engineer. In this episode, we discuss a great deal on MLOps, what it is, and for anyone who is interested in the MLOps area, what are the learning resource, etc. Another topic that we discuss is data versioning, what it is and why is it important. We also discuss more on programming, debugging, and how to get better at it. Ryzal also shared how he transitioned from a Banking and Finance degree to an AI Engineer. Ryzal's LinkedIn: https://www.linkedin.com/in/ryzalkamis/ Recommended Learning Resources: https://madewithml.com/, MLOps Reading Groups, YouTube