COS799 Independent Study
3 credits (0-3-0) The student will be tasked with certain reading assignments and related problem solving in a appropriate area of research in Computer Science… Read More »COS799 Independent Study
courses
COL788 Advanced Topics in Embedded Computing
3 credits (3-0-0) Pre-requisites: COL216, COL331 OR Equivalent Overlaps with: ELL782 Embedded Platforms , Embedded processor architectures, System initialization, Embedded operating systems (linux) , DSP… Read More »COL788 Advanced Topics in Embedded Computing
COL786 Advanced Functional Brain Imaging
4 credits (3-0-2) Introduction to human Neuro-anatomy, Hodgkin Huxley model, overview of brain imaging methods, introduction to magnetic resonance imaging, detailed fMRI, fMRI data analysis… Read More »COL786 Advanced Functional Brain Imaging
COL783 Digital Image Analysis
4.5 credits (3-0-3) Pre-requisites: COL106, ELL205 OR Equivalent Overlap with: ELL715 Digital Image Fundamentals; Image Enhancement in Spatial Domain: Gray Level Transformation, Histogram Processing, Spatial… Read More »COL783 Digital Image Analysis
COL781 Computer Graphics
4.5 credits (3-0-3) Pre-requisites: COL106 OR Equivalent Overlaps with: ELL792 Graphics pipeline; Graphics hardware: Display devices, Input devices; Raster Graphics: line and circle drawing algorithms;… Read More »COL781 Computer Graphics
COL780 Computer Vision
4 credits (3-0-2) Pre-requisites: EC 80 Overlaps with: ELL793 Camera models. Calibration, multi-views projective geometry and invariants. Feature detection, correspondence and tracking. 3D structure/motion estimation.… Read More »COL780 Computer Vision
COL776 Learning Probabilistic Graphical Models
4 credits (3-0-2) Pre-requisites: MTL106 OR Equivalent Basics: Introduction. Undirected and Directed Graphical Models. Bayesian Networks. Markov Networks. Exponential Family Models. Factor Graph Representation. Hidden… Read More »COL776 Learning Probabilistic Graphical Models
COL774 Machine Learning
4 credits (3-0-2) Pre-requisites: MTL106 OR Equivalent Overlaps with: COL341 ELL784, ELL888 Supervised learning algorithms: Linear and Logistic Regression, Gradient Descent, Support Vector Machines, Kernels,… Read More »COL774 Machine Learning
COL772 Natural Language Processing
4 credits (3-0-2) Pre-requisites: COL106 OR Equivalent Overlaps with: MTL785 NLP concepts: Tokenization, lemmatization, part of speech tagging, noun phrase chunking, named entity recognition, co-reference… Read More »COL772 Natural Language Processing
COL770 Advanced Artificial Intelligence
4 credits (3-0-2) Pre-requisites: COL106 OR Equivalent Overlap with: COL333, COL770, ELL789 Philosophy of artificial intelligence, fundamental and advanced search techniques (A*, local search, suboptimal… Read More »COL770 Advanced Artificial Intelligence