Vanderbilt University
AI Agents and Agentic AI in Python: Powered by Generative AI Specialization
Vanderbilt University

AI Agents and Agentic AI in Python: Powered by Generative AI Specialization

Learn AI Agent Fundamentals from the Ground Up. Learn how to build resilient AI agents and develop Agentic AI skills in Python that will remain relevant despite the rapidly evolving AI landscape.

Dr. Jules White

Instructor: Dr. Jules White

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4.8

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1 month
at 10 hours a week
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Get in-depth knowledge of a subject
4.8

(186 reviews)

Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Build Autonomous AI Agents – Learn how to create AI agents in Python that can operate independently, interact with APIs, and handle real-world tasks.

  • Master Core and Advanced Agent Concepts – Understand agent loops, tool integration, multi-agent collaboration, and design principles.

  • Optimize AI Agents for Real-World Use – Develop resilient, efficient, and maintainable agents while balancing token costs, speed, and predictability.

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Taught in English
Recently updated!

March 2025

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Specialization - 3 course series

AI Agents and Agentic AI with Python & Generative AI

Course 110 hours4.8 (61 ratings)

What you'll learn

  • Build a complete AI agent framework in Python, creating each component yourself to gain deep understanding of how agents work

  • Design tool discovery systems and function calling mechanisms that allow your agents to interact with external systems and perform meaningful actions

  • Create practical, production-ready agents for tasks like intelligent file exploration, documentation generation, and coding

Skills you'll gain

Category: Generative AI
Category: Artificial Intelligence
Category: Python Programming
Category: Business Intelligence
Category: Automation
Category: Business Strategy
Category: Innovation
Category: Strategic Thinking
Category: Competitive Analysis
Category: Workflow Management
Category: ChatGPT
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Business Process Automation
Category: Emerging Technologies

Prompt Engineering for ChatGPT

Course 218 hours4.8 (5,674 ratings)

What you'll learn

  • How to apply prompt engineering to effectively work with large language models, like ChatGPT

  • How to use prompt patterns to tap into powerful capabilities within large language models

  • How to create complex prompt-based applications for your life, business, or education

Skills you'll gain

Category: ChatGPT
Category: Application Development
Category: Generative AI
Category: Artificial Intelligence
Category: Natural Language Processing
Category: Creative Thinking
Category: Creativity
Category: Communication
Category: Problem Solving

AI Agents and Agentic AI Architecture in Python

Course 37 hours4.9 (26 ratings)

What you'll learn

  • How to implement agents that can dynamically adopt different expert personas and reason with or transform unstructured data

  • Techniques for building Multi-Agent Collaboration Systems in Python that support sophisticated memory sharing and intelligent coordination

  • How to implement Trustworthy and Safe Agent Architectures in Python using staged execution, reversible actions, and safety patterns

Skills you'll gain

Category: Systems Architecture
Category: Software Design
Category: Automation
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: OpenAI
Category: Python Programming
Category: Value Propositions
Category: Artificial Intelligence
Category: Innovation
Category: Business Process Automation
Category: Emerging Technologies
Category: Generative AI
Category: ChatGPT
Category: Action Oriented
Category: Digital Transformation

Instructor

Dr. Jules White

Top Instructor

Vanderbilt University
42 Courses703,796 learners

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