Token Usage Optimization
Learn how AI tokens work, where costs add up, and how to reduce usage with smarter prompts, token awareness, and practical tracking.
Skill level
BeginnerTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary1 hourPrerequisites
None
About this course
Learn how tokens are counted and what drives their cost, then explore strategies for writing efficient prompts, choosing the right model, and managing long-running sessions. Discover how chat compression and caching affect usage, and recognize when optimization is worth the effort.
Skills you'll gain
Differentiate input and output tokens and explain how costs accumulate in a conversation
Construct token-efficient prompts using structure, formatting, and appropriate output length
Apply smart usage habits, model selection, session management, and effort settings to reduce unnecessary spend
Evaluate when token optimization is worth the effort versus when diminishing returns make “good enough” the right call
Syllabus
Token Usage Optimization
Learn how AI tokens work, where costs add up, and how to reduce usage with smarter prompts, token awareness, and practical tracking.
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.