On 27 November, 2023 I am learning MLOps with CampusX DSMP 2.0 Course from @PranjalSir.

He introduced us MLOps in a very interesting way with a analogy of Organising a Concert for World Cup Final. You can read this notebook to see that beautiful analogy to get the high level idea about MLOps.

In MLOps, you have to learn many different tools to manage your codes, data, ML models and to visualize the model performance and many different things. Tools like Git, DVC, CookieCutter, DataBases, Cloud Services, Jira, Prometheus, Grafana, etc.