Cursarium
intermediateFree

Automated Testing for LLMOps

by Rob Zuber · DeepLearning.AI

4.4
(2,500 reviews)
40K+ enrolled1 hourUpdated 2024-08
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What You'll Learn

Understand the fundamentals and key concepts of MLOps
Apply MLOps techniques to solve real-world problems
Understand the fundamentals and key concepts of LLMs
Apply LLMs techniques to solve real-world problems
Understand the fundamentals and key concepts of testing
Apply testing techniques to solve real-world problems

About This Course

Build CI/CD pipelines for LLM applications with automated evaluation, regression testing, and monitoring.

Curriculum

Module 1: MLOps & LLMs
6 lessons
  • Introduction to MLOps
  • MLOps in Practice
  • Hands-on Exercise: MLOps
  • Introduction to LLMs
  • LLMs in Practice
  • Hands-on Exercise: LLMs
Module 2: Testing & CI/CD
6 lessons
  • Introduction to testing
  • Testing in Practice
  • Hands-on Exercise: Testing
  • Introduction to CI/CD
  • CI/CD in Practice
  • Hands-on Exercise: CI/CD
Module 3: Evaluation
3 lessons
  • Introduction to evaluation
  • Evaluation in Practice
  • Hands-on Exercise: Evaluation

Instructor

Rob Zuber

Instructor at DeepLearning.AI

4.4rating40K+ students

Pros & Cons

Pros

  • Completely free to access
  • High-quality video lectures
  • Taught by Rob Zuber
  • Well-structured curriculum

Cons

  • No certificate provided
  • Self-paced requires discipline
Free
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