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Lesson 4&5: Automated Evaluators

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Chapter 3: Code-based vs LLM-based Evaluators

Lesson 4

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  📄

  Lesson 1

  Recorded Lesson: Automated Evaluators

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=oumjjqd57c)
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  📄

  Lesson 2

  Chapter 1: Introduction

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=ger3pdhumf)
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  📄

  Lesson 3

  Chapter 2: Error Analysis Recap

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=1kesnlso95e)
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  📄

  Lesson 4

  Chapter 3: Code-based vs LLM-based Evaluators

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=l0d8vp059j)
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  📄

  Lesson 5

  Chapter 4: Overview of Creating a LLM-as-Judge Evaluator

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=kwvk6ff9exn)
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  📄

  Lesson 6

  Chapter 5: Example Criterion for LLM-as-a-Judge

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=rpbapruasgn)
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  📄

  Lesson 7

  Chapter 6: Crafting and Refining the LLM Judge Prompt

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=j51tj9fyzsc)
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  📄

  Lesson 8

  Chapter 7: LLM as Judge Coding Demo

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=pt4ba03ydnb)
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  📄

  Lesson 9

  Chapter 8: Correcting Bias in LLM-as-Judge Evaluators

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=wtd458l9bub)
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  📄

  Lesson 10

  Chapter 9: Pitfalls to Avoid When Building Automated Evaluators

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=4tnvqupsv1g)
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  📄

  Lesson 11

  Optional HW

  ](/parlance-labs/evals/2025-3/syllabus/modules/b51ca3?item=o8wmm10ftsg)

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