Agentic AI Content for Practitioners (Teams: Data) is an intermediate-level course designed to equip data professionals, software engineers, and business analysts with the knowledge and skills to design, implement, and optimize AI agents for intelligent data automation. As organizations transition from experimental AI deployments to enterprise-scale implementations, this course provides the practical expertise needed to build reliable, scalable agent systems that deliver measurable business value.
Through hands-on labs, real-world case studies, and interactive projects, you'll learn to transform manual data operations into intelligent, adaptive systems.
The course covers everything from agent architecture fundamentals to advanced optimization strategies, preparing you to lead AI agent initiatives in your organization. You'll explore popular frameworks, design patterns, and deployment strategies while addressing critical considerations like error handling, scalability, and enterprise integration.
Whether you're automating data quality monitoring, building predictive analytics systems, or creating intelligent customer service agents, this course provides the foundation you need to succeed in the rapidly evolving landscape of AI-powered data automation.
This foundational lesson introduces learners to the core concepts of AI agents, their architectural components, and their specific applications in data automation. Through real-world examples and hands-on exploration, learners will understand what makes AI agents effective for automating data workflows and identify key use cases across industries.
Inclus
4 vidéos3 lectures1 devoir
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4 vidéos•Total 22 minutes
Introduction and Welcome•4 minutes
What Makes an AI Agent "Intelligent"?•6 minutes
Types of AI Agents: From Simple to Sophisticated•5 minutes
Core Components of AI Agent Architecture•8 minutes
3 lectures•Total 30 minutes
Welcome to the Course: Course Overview•10 minutes
AI Agents Transforming Data Automation Across Industries•10 minutes
Framework Landscape: Choosing the Right Tools for Agent Development•10 minutes
1 devoir•Total 15 minutes
HOL: Analyze and Map AI Agent Components in Real-World Scenarios•15 minutes
Lesson 2: Implementing AI Agents for Data Workflows
Module 2•1 heure à terminer
Détails du module
This lesson focuses on practical implementation of AI agents for data automation. Learners will explore popular frameworks, design patterns, and deployment strategies. Through hands-on labs and case studies, they'll learn to build, test, and deploy AI agents for real-world data workflows while addressing common challenges like error handling, scalability, and integration with existing systems.
Inclus
3 vidéos1 lecture1 devoir
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3 vidéos•Total 20 minutes
From Design to Deployment: AI Agent Development Lifecycle•6 minutes
Design Patterns for Data Automation Agents•6 minutes
Handling Data Integration and Error Management•8 minutes
1 lecture•Total 10 minutes
Popular Frameworks for AI Agent Development•10 minutes
1 devoir•Total 15 minutes
HOL: Build a Data Quality Monitoring Agent•15 minutes
Lesson 3: Optimizing and Scaling AI Agent Systems
Module 3•2 heures à terminer
Détails du module
This final lesson focuses on advanced topics in AI agent deployment, including performance optimization, scalability strategies, and enterprise integration. Learners will explore monitoring and evaluation frameworks, learn to scale agent systems for production environments, and develop strategies for continuous improvement and maintenance. The lesson culminates in a comprehensive capstone project and assessment.
Inclus
4 vidéos2 lectures3 devoirs
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4 vidéos•Total 22 minutes
Performance Monitoring and Optimization Strategies•9 minutes
Scaling AI Agent Systems for Enterprise Deployment•5 minutes
Continuous Improvement and Evaluation Frameworks•5 minutes
Congratulations and Continuous Learning Journey•3 minutes
2 lectures•Total 20 minutes
Enterprise Integration and Governance Frameworks•10 minutes
Future Trends and Emerging Technologies•10 minutes
3 devoirs•Total 70 minutes
Untitled•10 minutes
HOL: Design an Enterprise-Scale AI Agent System•15 minutes
Project: Comprehensive AI Agent Portfolio Development•45 minutes
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