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Starts 5 June 2025 18:08
Ends 5 June 2025
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Prompt Engineering Vs RAG Vs Finetuning Explained Easily
Understand the key differences between prompt engineering, RAG, and fine-tuning techniques for enhancing large language models, with clear explanations of their applications, benefits, and resource requirements.
Krish Naik
via YouTube
Krish Naik
2463 Courses
18 minutes
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Overview
Understand the key differences between prompt engineering, RAG, and fine-tuning techniques for enhancing large language models, with clear explanations of their applications, benefits, and resource requirements.
Syllabus
- Introduction
- Prompt Engineering
- Retrieval-Augmented Generation (RAG)
- Fine-tuning
- Comparative Analysis
- Conclusion
- Additional Resources
Overview of Large Language Models (LLMs)
Importance of Optimization Techniques
Course Objectives
Definition and Overview
Applications
Benefits
Limitations
Resource Requirements
Definition and Overview
Applications
Benefits
Limitations
Resource Requirements
Definition and Overview
Applications
Benefits
Limitations
Resource Requirements
Key Differences
Strengths and Weaknesses
Situational Use Cases
Summary of Concepts
When to Use Each Technique
Future Trends in AI Model Optimization
Recommended Readings
Online Tools and Platforms
Community and Support Networks
Subjects
Computer Science
