Introduction to Azure Databricks
Unify Your Data and AI on the Lakehouse: Get Started with Azure Databricks.
Experience the power of the Databricks Lakehouse Platform, natively integrated with Azure. Learn how this collaborative, scalable environment brings together data engineering, data science, and business analytics on one platform, enabling teams to process massive datasets and build machine learning models efficiently.
Key Highlights:
Lakehouse Architecture: Understand the core concepts of the Delta Lake format, which brings reliability and performance of data warehouses to flexible data lakes.
Collaborative Workspaces: Work with notebooks (Python, SQL, Scala) in a shared environment, enabling seamless collaboration between data engineers, scientists, and analysts.
Big Data Processing: Use Spark on Databricks to perform large-scale data transformations and ETL jobs with optimized performance and ease of management.
Introduction to MLflow: Get exposed to MLflow Tracking to log experiments, parameters, and models, establishing foundational MLOps practices.