AI Agent Development for Expert Programmers

Master the art of building, deploying, and optimizing AI agents using cutting-edge techniques and best practices.

Fundamentals of AI Agents and Architectures

Unit 1: AI Agent Foundations

Unit 2: Advanced Architectures

Unit 3: Architecture Selection

Building and Integrating AI Agents

Unit 1: Agent Design and Implementation

Unit 2: Integrating with Environments

Unit 3: Custom Tools and Environments

Training and Optimization Techniques

Unit 1: Reinforcement Learning Fundamentals

Unit 2: Deep Reinforcement Learning

Unit 3: Optimization for Production

Unit 4: Data Collection and Labeling

Deployment, Security, and Ethical Considerations

Unit 1: Error Handling, Logging, and Monitoring

Unit 2: Security Best Practices

Unit 3: Ethical Considerations and Fairness

Unit 4: Evaluation and Benchmarking