# Deep dives index

## Deep dives index

Use the pages below. They contain the full technical writeups.

* [AWS ML architecture on AWS](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/aws-ml-architecture-on-aws)
* [AWS cost optimization for ML](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/aws-cost-optimization-for-ml)
* [Parameter-efficient fine-tuning (LoRA, QLoRA, QDoRA)](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/parameter-efficient-fine-tuning-lora-qlora-qdora)
* [MLOps and production ML systems](https://antoniovfranco.gitbook.io/antoniovfranco-docs/deep-dives/mlops-and-production-ml-systems)