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Artificial Intelligence Training in Bhopal

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Artificial Intelligence

Artificial intelligence (AI), the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. The term is frequently applied to the project of developing systems endowed with the intellectual processes characteristic of humans, such as the ability to reason, discover meaning, generalize, or learn from past experience.


AI and Machine Learning

  1. Introduction to AI, history of AI, course logistics
  2. Intelligent agents, uninformed search
  3. Heuristic search, A* algorithm
  4. Adversarial search
  5. Constraint Satisfaction Problems
  6. Machine Learning: Basic concepts, linear models, perceptron, K nearest neighbors
  7. Machine Learning: advanced models, neural networks, SVMs, decision trees and unsupervised learning
  8. Markov decision processes and reinforcement learning
  9. Logical Agent, propositional logic and first order logic
  10. AI applications (NLP)
  11. AI applications (Vision/Robotics)
  12. Review and Conclusion