Course Description
Course Description: This intensive one-year Post Graduate program provides comprehensive training across core disciplines of Artificial Intelligence (AI), Machine Learning (ML), Deep Learning, Data Science, and Big Data. The program introduces students to intelligent agents, systems that learn from experience, and advanced neural network models. Learners develop strong analytical and technical skills to prepare large datasets for analysis and apply learning algorithms effectively. The curriculum blends theory with hands-on practice,
emphasizing real-world applications and industry-relevant tools. Students
complete multiple capstone projects to demonstrate applied knowledge across AI, ML, Deep Learning, and Big Data domains. Graduates are prepared for careers in AI development, data analytics, intelligent systems, and emerging technology fields.DURATION
50 weeks
MODULES
- Business Communication
- Business Values and Ethics
- Cross-Cultural Management
- Organizational Change Management
- Microsoft Word, Excel, & PowerPoint
- Software Development Fundamentals
- Introduction to Programming
- Database Fundamentals
- Statistical Inference
- Mathematics for AI and Machine Learning
- Data Processing and Manipulation
- Data Visualization
- Principles of Artificial Intelligence
- Intelligent Agents and Knowledge epresentation
- Probabilistic Reasoning and Decision Making
- Capstone Project in Artificial Intelligence
- Introduction to MarketingSupervised Machine Learning
- Supervised Machine Learning
- Learning Algorithms and Model Evaluation
- Neural Networks and Architectures
- Deep Learning in Practice
- Model Training and Optimization
- Capstone Projects
- Data Science Concepts and Applications
- Big Data Analytics with Hadoop
- Big Data Tools and Techniques
- Data Analytics for IoT
- Heuristic Search, Planning, & Game Playing
- Logic-Based Reasoning & Inference
