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Lesson 2 & 3: Systematic Error Analysis

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Break & Reflection Question

Lesson 6

Take a few minutes to think about the kinds of errors an LLM might make in your own projects or domains. Which ones do you think are easy to spot, and which ones are harder to catch without a framework like open/axial coding? How might systematically analyzing errors change the way you design prompts or evaluations?

(This is just for reflection—no need to submit anything.)

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  Lesson 1

  Recorded Lecture: Systematic Error Analysis

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  Lesson 2

  Chapter 1: Introduction

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  Lesson 3

  Chapter 2: Create Synthetic Data

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  Lesson 4

  Chapter 3: Open Coding

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  Lesson 5

  Chapter 4: Axial Coding

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  Lesson 6

  Break & Reflection Question

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  Lesson 7

  Chapter 5: Error Analysis Recap

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  Lesson 8

  Chapter 6: Multi-Turn Evaluation

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  Lesson 9

  Chapter 7: Collaborative Evaluation

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  Lesson 10

  Chapter 8: Rubrics for Collaborative Evaluation

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  Lesson 11

  Optional HW

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