Courses Machine Learning Model Development codes: 01. model_dev_workflow.ipynb 02. clustering_embeddings.ipynb Data Preparation for Machine Learning codes: 01. data_prep.ipynb 02. feature_engineer_pipeline.ipynb 03. feature_store.ipynb Fine-tuning Embeddings and Advanced Retrieval codes: create_vector_search_endpoint data_prep_and_evaluation fine_tuning Building Retrieval Agents On Databricks codes: 01-parsing_docs 02-clean-transform-and-chunk-parsed-text 03-vector-search 04-building-and-logging-a-retrieval Generative AI Application Deployment and Monitoring codes: batch-inference real-time-inference Generative AI Application Evaluation and Governance codes: illict-prompts implementing-a-guardrail-layer benchmark-eval-lllms lllm-as-a-judge Generative AI Application Development codes: prepare-data build-chains agent-desing Get Started with AI Agents on Databricks codes Prompt_Engineering_Fundamentals codes AI Agent Fundamentals codes Get Started with SQL Analytics and BI on Databricks codes