Computer Vision Specialization
The Computer Vision specialization takes you from the foundations of computer vision to the cutting edge of multimodal AI. Whether you're just starting out or looking to deepen your expertise, you'll gain the skills to build intelligent systems that interpret and generate visual data—just like today’s most advanced AI models.
By completing this specialization, you will learn how to:
Build a strong foundation in how machines perceive and analyze visual information.
Train deep learning systems for tasks such as image classification and segmentation.
Discover how transformers, Vision Transformers (ViT), CLIP, and diffusion models are reshaping the future of AI.
Explore "by hand" the core principles of image processing, feature extraction, and classical vision techniques.
Courses:
- Introduction to Computer Vision
- Deep Learning for Computer Vision
- Modern AI Models for Vision and Multimodal Understanding
This specialization can be taken for academic credit as part of CU Boulder’s MS in Computer Science or MS in Artificial Intelligence degrees offered on the Coursera platform. Learn more: MS in Computer Science and MS in Artificial Intelligence.