1
🔬 Technical Deep Dives
How LLMs Work
Understand the architecture and mechanics behind large language models.
6 lessons5 hours 20 min1,700 XP
1
1
Tokens, Not Words
Understand tokenization and why AI doesn't see language the way humans do.
50 min250 XP
TokenizationNLP fundamentals
6 Stages
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2
2
The Transformer Architecture
Explore the attention mechanism and transformer architecture that powers modern AI.
55 min300 XP
Transformer architectureAttention mechanism
6 Stages
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3
3
Training: The Big Picture
How models are trained on massive datasets: pre-training, fine-tuning, and RLHF.
55 min280 XP
Model trainingPre-training
6 Stages
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4
4
Context Windows & Memory
Understand how context windows work and strategies for managing AI memory.
50 min270 XP
Context windowsMemory management
6 Stages
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5
5
Model Comparison Lab
Compare and benchmark different LLMs across tasks, quality, speed, and cost.
55 min300 XP
Model comparisonBenchmarking
6 Stages
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6
6
AI-Powered Code Generation
Learn how to use AI to generate, review, and iterate on code, from simple functions to full UI components.
55 min300 XP
Code generationAI-assisted developmentPrompt engineering for code
6 Stages
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