Unit 1: Fundamentals of Task Decomposition
Unit 2: Chain-of-Thought Prompting
Unit 3: Tree-of-Thoughts Prompting
Unit 4: Comparing Prompting Strategies
Unit 5: Advanced Prompting Techniques
Intermediate AI Task Agent Development
Build sophisticated AI task agents capable of complex problem-solving, tool integration, and continuous learning.
Unit 1: Introduction to Memory in Task Agents
Unit 2: Vector Databases for Memory
Unit 3: Knowledge Graphs for Memory
Unit 4: Memory Retrieval Strategies
Unit 5: Optimizing Memory Usage
Unit 1: Introduction to Tool Integration
Unit 2: Tool Selection Strategies
Unit 3: API Interaction and Error Handling
Unit 1: Single-Agent Architectures
Unit 2: Multi-Agent System Fundamentals
Unit 3: Communication Protocols
Unit 4: Trade-offs and Applications
Unit 1: Evaluating Task Agent Performance
Unit 2: Safety Measures for Task Agents
Unit 3: Ethical Considerations