LLM Fine-Tuning & Training
Learn to train and fine-tune large language models for specific applications
32h 10m total
50 lessons
Expert Level
What You'll Learn
- LLM architecture and fundamentals
- Data preparation and preprocessing
- Fine-tuning techniques and strategies
- Training infrastructure optimization
- Advanced fine-tuning methods
- Model deployment and serving
- Specialized domain applications
- Evaluation and quality assurance
Course Curriculum
1
Transformer Architecture Deep Dive45 minStart Module
2
Understanding Model Parameters and Scaling40 minStart Module
3
Pre-training vs Fine-tuning Concepts35 minStart Module
4
Tokenization and Vocabulary Management30 minStart Module
5
Model Evaluation and Benchmarking35 minStart Module