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AI Engineering Foundations
Fine-Tuning for AI Engineers
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Fine-Tuning for AI Engineers
AI Engineering Foundations · Lesson 7 of 12
Fine-Tuning for AI Engineers
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When, why, and how to fine-tune LLMs -- from dataset preparation to production deployment.
7 modules
·
~22 min
Continue
MODULE 1
The Decision Framework
When Fine-Tuning Is (and Isn't) the Answer
· ~3 min
→
MODULE 2
Dataset Preparation
The Foundation That Determines Everything
· ~3 min
MODULE 3
SFT: Supervised Fine-Tuning
The Core Training Workflow
· ~3 min
MODULE 4
LoRA & QLoRA
Parameter-Efficient Fine-Tuning in Practice
· ~3 min
MODULE 5
Training Optimization
Making Training Faster and Cheaper
· ~3 min
MODULE 6
Evaluation & Iteration
Measuring Success and Improving
· ~3 min
MODULE 7
Production Deployment
From Trained Model to Live Service
· ~3 min
