Understand how generation works
Explore tokens, probabilities, and context to understand how an answer is generated step by step.
AI series · Interactive beginner course
Generative AIYou Can See
From principles to practice.
Explore every step of generation. Turn abstract AI principles into practical skills.
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Lesson 1 · What Is a Token?
0 of 14 lessons completed · Learned on 0 of the last 7 days
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Badges 0 / 17 · Best experiment rating 0 / 3
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What you will learn
From understanding its answers to knowing how to use it.
Put your ideas to the test
Adjust temperature and candidate ranges, then compare how the results change.
Use AI for practical tasks
Practice writing prompts, checking answer sources, and verifying tool execution.
A step-by-step learning path
14 lessons to explore AI
Fixed examples let you repeat and compare experiments
Understand generation
From text pieces to context
6 lessonsGuide the answer
From prompts to supported answers
5 lessonsComplete practical tasks
Tools, evaluation, and a final project
3 lessonsEvery step is worth keeping
My learning badges
Complete course challenges to earn your learning badges.
0/ 17 Earned
First Prediction
Locked
Submit your first prediction in the Token lesson
Token Explorer
Locked
Pass the Token lesson checkpoint
Probability Observer
Locked
Pass the next-token probability checkpoint
Selection Explorer
Locked
Pass the probability-to-token checkpoint
Three-star Experimenter
Locked
Earn 3 stars in any mastered lesson
Three Lessons Underway
Locked
Master the first 3 lessons
Temperature explorer
Locked
Master the temperature lesson and earn 3 stars
Candidate explorer
Locked
Master the Top-P lesson and earn 3 stars
Context curator
Locked
Master the context window and earn 3 stars
Prompt architect
Locked
Master prompt structure and earn 3 stars
Output inspector
Locked
Master structured output and earn 3 stars
Evidence reviewer
Locked
Master hallucinations and uncertainty and earn 3 stars
Retrieval explorer
Locked
Master semantic retrieval and earn 3 stars
Evidence connector
Locked
Master the RAG lesson and earn 3 stars
Tool verifier
Locked
Master tool calling and earn 3 stars
Evaluation reviewer
Locked
Master evaluation and safety and earn 3 stars
Capstone practitioner
Locked
Master the capstone and earn 3 stars
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