How Large Language Models Work

Everything you need for the labs and assessment. PDF files print cleanly; Markdown files open in any editor.

• Course slides (PowerPoint)PPTX 1.1 MB PPTX
• Course syllabusPDF 93 KB · MD 4 KB PDF MD
• Lab guidePDF 245 KB · MD 22 KB PDF MD
• Worksheet W1: Token, cost, and temperature worksheetPDF 52 KB · MD 1 KB PDF MD
• Worksheet W2: Model behavior and hallucination logPDF 54 KB · MD 1 KB PDF MD
• Worksheet W3: Model selection scorecardPDF 56 KB · MD 1 KB PDF MD
• Worksheet W4: LLM solution brief (final deliverable, one page)PDF 56 KB · MD 1 KB PDF MD
• Quick-reference cardPDF 78 KB · MD 1 KB PDF MD
• Session 1 Handout: From Text Prediction to TransformersPDF 95 KB · MD 3 KB PDF MD
• Session 2 Handout: How LLMs Are Trained and Why They Behave as They DoPDF 109 KB · MD 3 KB PDF MD
• Session 3 Handout: Choosing and Configuring a ModelPDF 106 KB · MD 3 KB PDF MD
• Session 4 Handout: Applying LLMs SafelyPDF 102 KB · MD 3 KB PDF MD
• ProjectsPDF 118 KB · MD 5 KB PDF MD
• Reading listPDF 117 KB · MD 6 KB PDF MD