Learn how Computer Vision models work, including Vision Transformers and Meta’s SAM, and how they power real-world image systems. Then put your knowledge into practice by deploying a scalable computer vision pipeline on AWS using production-ready tools and infrastructure.
- Understand how Vision Transformers process images
- Break down attention math without the hand-waving
- Use Meta’s SAM for prompt-based segmentation
- Visualize and evaluate segmentation outputs
- Connect detection models with segmentation pipelines
- Build scalable computer vision workflows in Python
- Deploy vision systems on AWS infrastructure
- Design production-ready AI pipelines for real products
