Building AI systems is one thing.
Making them cost-efficient at scale is what actually matters in the real world.

Most people focus on models and features — but in production, one mistake can make your costs explode.

In this course, you’ll learn how LLM costs actually work and how to control them effectively.

You’ll understand:

• What causes LLM costs to increase (tokens, models, inference patterns)
• Why naive systems become expensive quickly
• How to design cost-aware systems
• Techniques like model routing, token control, and prompt optimization
• How to reduce costs by up to 90% in real scenarios

This is not theoretical optimization.
This is about practical decisions that impact real business outcomes.

This course is ideal if:

• You’re building or planning AI systems
• You want to understand cost from an engineering + business perspective
• You want to stand out with production-level thinking

By the end, you won’t just build AI systems —
you’ll know how to run them efficiently.

If you want to move toward real-world, production-grade AI thinking, this course is essential.