Lecture 6. Deploying a model serving endpoint

Databricks recently introduced Free Edition, which opened the door for us to create a free hands-on course on MLOps with Databricks. This is lecture 6/10. Here we demonstrate how to deploy a model serving endpoint on Databricks. By the end of the course (all 10 lectures), you will get a fully working ML pipeline that you can directly apply to your use cases, without any costs involved. GitHub repo: https://github.com/marvelousmlops/marvel-characters Substack article: https://marvelousmlops.substack.com/p/lecture-6-deploying-model-serving - If you are interested to go deeper and broader, the last cohort of MLOps with Databricks course starts 1st of September (code MARVELOUS for 100 euro off is applied): https://maven.com/marvelousmlops/mlops-with-databricks?promoCode=MARVELOUS - We are also launching a LLMOps with Databricks course in January 2026. Use code EARLYBIRD for 20% off until the end of September: https://maven.com/marvelousmlops/llmops-with-databricks?promoCode=EARLYBIRD Connect with us on LinkedIn: Maria: https://www.linkedin.com/in/maria-vechtomova/ Başak: https://www.linkedin.com/in/başak-tuğçe-eskili-61511b58/ Marvelous MLOps: https://www.linkedin.com/company/marvelous-mlops #coding #programming #mlops #machinelearning