Library / Artificial Intelligence

Azure Databricks with Claude AI: Go from Zero to Hero

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About this course

Master Azure Databricks, PySpark, GenAI & Azure DevOps with Real-Time Projects

Become a highly skilled Data Engineer, AI Engineer, and Cloud Professional by learning industry-demand technologies through hands-on practical implementation and live industrial projects.

This comprehensive course is specially designed for students, working professionals, data engineers, cloud engineers, AI enthusiasts, and anyone looking to build a successful career in Azure Data Engineering, Databricks, Generative AI, and MLOps.

In this course, you will gain practical exposure to real-world enterprise-level implementations using Azure Cloud services and Databricks Platform.

Integrating Claude AI with Azure Databricks Using External Model Serving Endpoints:

  • Query a Foundation Model: Databricks with the Python SDK Run in DatabricksLangChain SQL Agent Run in Databricks community
  • Claude Set up: Integrating Claude AI with Azure Databricks Using External Model

Create a secret scope in the Databricks UIClaude model hosted on the Databricks serving endpoint What You Will Learn: Azure Databricks Platform Databricks with PySpark Databricks SQL Azure Data Engineering Architecture Medallion Architecture Delta Lake Unity Catalog Azure ML & MLflow Generative AI (GenAI) Azure DevOps Azure AI FoundryTopics Covered:

ACID Transactions

Schema Enforcement

Data Versioning & Time TravelData Reliability & Governance

Incremental Data Processing

Merge, Update & Delete operations

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