Some courses that I have taught
Image Processing
Intensity and color transforms. Spatial and frequency filtering. Segmentation and morphological operations. Super resolution and image enhancement.
Machine Learning
Classification, regression, clustering, and dimension reduction frameworks. Theory of learing. Issues with learning. Probabilistic modeling.
Deep Learning
Convolutional neural networks. Image recognition and segmentation. Advanced neural networks for computer vision. Recurrent neural networks for NLP.
Soft Skills
Presentation slides, organization, and delivery. Reading scientific material. Report and paper writing. Email writing. Finding a research problem.
