Intermediate10-12 hours

Building Intelligent AI Agents with Memory

Master the architecture and implementation of memory systems for AI agents. Learn 10+ memory types, management patterns, and production deployment strategies inspired by neuroscience.

What You'll Learn

Agent MemoryMemory ArchitectureNeuroscience-Inspired AIMongoDBProduction Systems

Prerequisites

• MCP Server Fundamentals

Learning Outcomes

✓Understand 10+ types of agent memory and their use cases
✓Build comprehensive memory management systems
✓Implement neuroscience-inspired memory patterns
✓Deploy production-ready memory systems with MongoDB
✓Create agents that learn and improve over time

Course Modules

1📚theory90 minutes

Understanding Agent Memory

Explore why memory transforms AI from stateless tools to intelligent partners

2⚙️hands-on120 minutes

Memory Types and Architecture

Deep dive into 10+ memory types with practical implementations

3⚙️hands-on150 minutes

Building Memory Management Systems

Create unified systems for storage, retrieval, and integration

4⚙️hands-on120 minutes

Advanced Memory Patterns

Implement forgetting, memory signals, and neuroscience-inspired patterns

5🚀project180 minutes

Production Memory Systems

Scale, secure, and optimize memory systems for real-world use

Ready to Start Learning?

Join the growing community of engineers mastering agentic AI and MCP servers.