Part 1 

Explore Azure Databricks

Perform data analysis with Azure Databricks

Use Apache Spark in Azure Databricks

Manage data with Delta Lake

Build data pipelines with Delta Live Tables

Deploy workloads with Azure Databricks Workflows

 

Part 2

Train a machine learning model in Azure Databricks

Use Mlflow in Azure Databricks

Tune hyperparameters in Azure Databricks

Use AutoML in Azure Databricks

Train deep learning models in Azure Databricks

Manage machine learning in production with Azure Databricks

Part 3

Get started with language models in Azure Databricks

Implement Retrieval Augmented Generation (RAG)

Implement multi-stage reasoning in Azure Databricks

Fine-tune language models with Azure Databricks

Evaluate language models with Azure Databricks

Review responsible AI principles for language models

Implement LLMOps in Azure Databricks