Artificial Intelligence & Machine Learning
- What is Artificial Intelligence and how did it evolve?
- What are the technical domains/areas under Artificial Intelligence?
- Machine Learning (ML), Text-to-Speech/Speech-to Text Conversion, Natural Language Processing (NLP), Image Processing, Computer Vision, Planning and Optimization, Robotics, Expert Systems
- Basics of probabilistic reasoning, supervised, unsupervised, reinforcement, and deep learning
- Applications of Artificial Intelligence in different sectors (energy, health, e-commerce, hi-tech, defense, banking, insurance, manufacturing, etc.)
- Ethical and Legal Constraints and Biases of Artificial Intelligence
- Trustworthy AI: AI solutions that address human needs, safety, and privacy.