Certificate Course in Artificial Intelligence (Basic)

Certificate course in Artificial Intelligence is offered by Centre for Development of Advanced Computing. The objective of course is to develop an understanding of Artificial Intelligence.

Course Content:

• Defining AI
• Evolution & Ethics of AI
• Responsible AI
• Meaning, Scope, and Stages of Artificial Intelligence
• Intelligence and Its Traits
• Advantages and Disadvantages of AI
• Effects of Artificial Intelligence on Society
• Adversarial attacks on AI
• Future of AI
• Applications of AI
• Fundamentals of Machine Learning
• Types of Machine Learning
• Introduction to Deep Learning
• Machine Learning Workflow
• Introduction to NLP
• Applications of NLP (Machine Translation, Speech Recognition, Search System, etc.)
• Introduction to Computer Vision
• Image Recognition
• Applications of CV (Image to Text conversion-OCR, Vehicle Number Detection, Face Recognition, Object Detection etc.)
• Case Studies
• Sentiment Analysis on Movie Review
• Facial Emotion Recognition