AI Agentic Workflows for Intermediate Data Engineers

Master the design, implementation, and deployment of intelligent AI agents to automate and optimize complex data engineering tasks, from data quality to pipeline orchestration.

Fundamentals of Agentic Data Engineering

Unit 1: Core Concepts of AI Agents

Unit 2: Agentic Solutions for Data Challenges

Constructing Single-Agent Solutions for Data Tasks

Unit 1: Foundations of Single-Agent Design

Unit 2: Agentic Data Engineering Operations

Advanced Agentic Patterns: Collaboration and Context

Unit 1: Multi-Agent Systems for Data Engineering

Unit 2: Contextual Agents with RAG

Operationalizing and Governing AI Agents in Production

Unit 1: Deployment Strategies for Agentic Workflows

Unit 2: Monitoring and Observability for Agents

Unit 3: Evaluating Agent Effectiveness

Unit 4: Governance, Security, and Compliance