Artificial Intelligence & Machine Learning

This is intended to be a guide to AI & ML(Artificial Intelligence & Machine Learning) By Dr. Ajit Nazre. John McCarthy Coined this term by since 1955.

Artificial Intelligence covers a lot of problem areas, & It difficult to compute. Interested in that is to be sensor controlled behavior used Machine Learning. The Machine Learning is also part of AI.

1. The Deduction, Reasoning Problem Solving.
2. Knowledge Representation Planning
3. Social Intelligence
4. Machine Learning

Learning Task

• Explore the interface of Susi AI and identify questions and response, with which you can decide that a machine is answering the questions.
• Explore the concept of Artificial Neural Networks and Expert Systems and explain the possible contribution to the IT infrastructure for Susi AI.
• Explain role of Machine Learning to optimize the response of Susi AI. What is the data structure of the training data?
• What is difference of supervised and unsupervised learning? Explain the type of learning that could be applied on optimizsation of a human-machine communication?
• Apply Machine Learning on Machine Translation! Explain the role of Machine Learning for language translation. Define a basic processing and the learning model for Machine Translation and explain, if you underlying concept is supervised or unsupervised.