Skip to main content

MSAI_Syllabus

MS in Artificial Intelligence

List of Courses

Non-credit Courses

  • CS-408  Introduction to Artificial Intelligence
  • CS-491  Programming Fundamentals for Artificial Intelligence

Compulsory Courses

  • CS-5101   Advanced Artificial Intelligence
  • CS-5102   Machine Learning (for batches 2023 or earlier)
  • CS-5137   Machine Learning (from batch 2023-2024)
  • CS-5103   Mathematics for Artificial Intelligence
  • CS-5104   Intelligent Systems Design
  • CS-5105   Deep Learning (for batches 2023 or earlier)
  • CS-5138   Deep Learning (from batch 2023-2024)

Elective Courses

  • CS-5106   Natural Language Processing
  • CS-5107   Computer Vision
  • CS-5108   Embedded Intelligence
  • CS-5109   Heuristics and Optimization
  • CS-5110   Sentiment Analysis
  • CS-5111   Augmented and Virtual Reality
  • CS-5112   Automatic Speech Recognition
  • CS-5113   Visual Computing
  • CS-5114   Neuro-computation
  • CS-5115   Advanced Image Processing
  • CS-5116   Human-Robot Interaction
  • CS-5117   AI in Cybersecurity
  • CS-5118   Advanced Tools and Frameworks for AI
  • CS-5119   Ethics in Artificial Intelligence
  • CS-5120   Deep Reinforcement Learning
  • CS-5121   Computational Creativity
  • CS-5122   Probabilistic Graphical Models
  • CS-5123   Multi-agent & Complex Adaptive Systems
  • CS-5124   Pattern Recognition
  • CS-5125   Knowledge Representation & Reasoning
  • CS-5126   Semantic Web
  • CS-5128   Artificial Neural Networks
  • CS-5129   Internet of Things
  • CS-5130   Serious Games
  • CS-5131   Advanced Multimedia Computing
  • CS-5132   IT Project Management
  • CS-5133   Scientific Data Visualization
  • CS-5134   Computational Game Theory
  • CS-5136   Information Retrieval and Web Search
  • CS-552     Data Analytics
  • CS-562     Big Data Computing
  • CS-563     Business Intelligence
  • CS-566     Data Mining

Others

  • CS-5002   Thesis