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Artificial Intelligence / Beginner

Generative AI Tutorial

A focused, example-driven Generative AI curriculum with atomic lessons from fundamentals through practical usage.

32 lessons~6.4 hoursv2026.09 workspace_premium Certificate available
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Course curriculum

MODULE 01
Model Inputs
8 lessons
1Tokens
12 min
2Token IDs
12 min
3Embeddings
12 min
4Cosine similarity
12 min
5Context windows
12 min
6System and user messages
12 min
7Prompt delimiters
12 min
8Structured prompts
12 min
MODULE 02
Generation Controls
8 lessons
1Temperature
12 min
2Top-k sampling
12 min
3Top-p sampling
12 min
4Stop sequences
12 min
5Maximum output tokens
12 min
6Deterministic seeds
12 min
7Frequency penalties
12 min
8Streaming tokens
12 min
MODULE 03
Grounding & Retrieval
8 lessons
1Chunking documents
12 min
2Vector search
12 min
3Top-k retrieval
12 min
4Metadata filtering
12 min
5Prompt grounding
12 min
6Citation mapping
12 min
7Context packing
12 min
8Reranking results
12 min
MODULE 04
Evaluation & Safety
8 lessons
1Hallucination checks
12 min
2Prompt injection defense
12 min
3PII redaction
12 min
4Output schema validation
12 min
5Human review queues
12 min
6Golden test sets
12 min
7Latency measurement
12 min
8Token cost accounting
12 min
Certificate Included

Generative AI Certificate

Earn this credential in either of two ways: complete 100% of the course, or take the master exam directly and score 85% or higher. You do not need to finish the course before attempting the exam.

Course completion path
Finish every published lesson → completion certificate is issued automatically.
Mastery exam path
15 MCQs · 100 marks · 30 minutes · 85% pass · 4 attempts.
Fresh questions each attemptNo backtrackingPublic verificationAdd to LinkedIn
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