Artificial Intelligence & Machine Learning
This is intended to be a guide to AI & ML(Artificial Intelligence & Machine Learning) By Dr. Ajit Nazre.[1] 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.[2]
- The Deduction, Reasoning Problem Solving.
- Knowledge Representation Planning
- Social Intelligence
- Machine Learning
Learning Task
[edit | edit source]- 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.