AI Agents & Agentic Systems Courses and Certifications

AI Bites

Agent Skills - A Complete Guide with Hands-On Development

See how custom agent skills encode specialized instructions, with progressive disclosure and a hands-on tabular data extraction example.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Open Data Science

AI Agents vs. Workflows - Reality, Hype and What Actually Works

A practical case for choosing workflows when they fit, with evaluation, tool design, calibration, and fine-tuning helping make AI systems more reliable.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

NDC Conferences

Building AI Agents and Multi-Agent Systems with Azure AI

See how multiple AI agents can collaborate on complex problems, then build and test agents with Semantic Kernel.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

NDC Conferences

I Built an App That Gives Me Bad Advice - and It's in Jira

Build a Jira agent that gives deliberately bad advice while learning how custom Rovo agents use structured context, agent behaviors, and external APIs.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Conf42

AI Agents for Incidents - The Good, the Bad, and the Ugly

Examines how AI agents can assist incident response, weighing operational benefits against implementation limits and security concerns.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

NDC Conferences

Agents That Talk Back - MCP, ACP, A2A, Oh My!

Build interoperable AI agents that connect to tools and data, invoke actions, and collaborate with other agents using three protocols.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

MLOps.community

Beyond the Gold Standard - Evaluating and Trusting Agents in the Wild

Learn how expert feedback can turn static gold datasets into evolving ground truth for assessing agent reliability after deployment.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Conf42

Next-Generation AI Agents - Orchestrating Technological Evolution

Explains how active inference and the free energy principle can address limits in today’s LLM agents and scale toward adaptive multi-agent teams.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Data Centric

You're the Bottleneck, Not the Agent - Rethinking AI Agent Engineering

An experienced agent builder argues that rigorous testing arenas—and learning to examine rather than execute—unlock more capable AI agents.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

AICamp

Building AI Agents From Prototype to Production

Learn why security belongs at the foundation of AI agent development, from prototype through production.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

MLOps.community

The Future of AI Agents Are Sandboxes

Why sandboxes and isolation may be the foundation for building, evaluating, and deploying AI agents.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

MLOps.community

You're Probably Over-Harnessing Your AI Agents

Aishwarya Naresh Reganti argues that AI systems can evolve through freedom, feedback, and some unpredictability rather than tighter harnesses and repeated software development cycles.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

AWS Events

Building Intelligent Agents with Amazon Nova Act

Explore how browser-based AI agents adapt to changing web interfaces to automate testing, data extraction, and workflows.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

MLCon | Machine Learning Conference

MCP, A2A, and AG-UI - Architecting Agent Intelligence Beyond Chat

A three-protocol architecture connects agents to task-specific context, specialized collaborators, and real-time user feedback.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Data Science Festival

Build Context Aware AI Agents with Amazon Bedrock AgentCore and Snowplow Signals

See how real-time customer signals can give AI agents the context to personalize a travel retail web experience.

• YouTube
• 1 hour 58 minutes
• Self-Paced
• Free Video