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Improving Accuracy of LLM Applications
Syllabus
Courses
Course Syllabus
Improving Accuracy of LLM Applications
Introduction
Video
・
5m
Overview
Video with Code Example
・
17m
Create an SQL Agent
Video with Code Example
・
10m
Create an Evaluation
Video with Code Example
・
23m
Finetuning, PEFT, & Memory Tuning
Video
・
12m
Generate Data & Finetune
Video with Code Example
・
31m
Conclusion
Video
・
1m
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Improving Accuracy of LLM Applications
Intermediate
1h41m
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Topics
AI Frameworks
Agents
Evaluation and Monitoring
Fine-Tuning
Machine Learning
Prompt Engineering
Collaborators
Lamini, Meta
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