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Java AI Engineer
SOFTWARE DEVELOPMENT · ADVANCED LEVEL
Software & AI Solutions Architecture
A practical program in software and AI solutions architecture for designing scalable, reliable, secure, and cost-efficient systems. Learn to evaluate architectural trade-offs, make and document key decisions, and design systems that evolve with business needs.
Advanced12 weeks48 hoursHybrid
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CONDENSED SYLLABUS
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01System Design Foundation13 lessons+
Introduction to System Design
Requirements & Capacity Estimation
System Design Process
Core System Building Blocks
Client Layer
Networking Infrastructure
Edge Layer
Application Layer
Data Layer
Caching Layer
Messaging & Streaming
Service Infrastructure
Observability Systems
02Architecture for Maintainable Systems4 lessons+
Domain Driven Design
Event Driven Architecture
Hexagonal Architecture
Clean Architecture
03Distributed Systems & Microservices6 lessons+
Distributed Systems
Scaling the Service (Application) Layer
Data Modeling & Storage Design
Monitoring & Alerting
Availability & Reliability
Security in System Design
04Performance & Reliability Pitfalls11 lessons+
Database
Memory (JVM / General)
Concurrency
CPU & Resource Usage
Network & Distributed Communication
Storage & I/O
Failure Propagation
Dependency Failures
Resilience Design
Scaling & Traffic
Observability & Operations
05Cloud Architecture & Architecture Trade-offs5 lessons+
Cloud architecture patterns
Security and scalability
Cost optimization
Architecture Decision Records
Balancing reliability, cost and complexity
06AI Solutions Architecture5 lessons+
When to use conventional software vs AI
RAG vs fine-tuning
Agents and tool calling
MCP and enterprise integrations
AI cost, security and reliability trade-offs
07AI Governance & Engineering Leadership5 lessons+
AI governance
Human-in-the-loop systems
AI security and responsible usage
Standards for AI-generated code
Leading and reviewing AI-assisted development across teams
08Architecture Case Studies2 lessons+
Real-World System Design Case Studies
Architecture Review & Case Study Practice
UPCOMING GROUPS
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YOUR INSTRUCTOR TEAM
Specialists matched to the modules they teach.
Course delivery is supported by practitioners across engineering, architecture and production backend development.
Imran Yusubov
Principal Software EngineerApple Inc“The program helped me connect individual skills into the way real teams design, build and deliver software.”
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Explore graduate resultsAPPLICATION THROUGH INGRESS PORTAL
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SELECTED TRAININGSoftware & AI Solutions ArchitectureHybrid
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