Question

EXPALIN HOW getting knowledge from information, BY USE machine learning techniques

Answer 1

Machine learning is a subfield of computer science and artificial intelligence. It is a field which learns with the data. Machine learns from previous computations. It is a field which enables computers to act and make data driven decisions.

There are mainly two types of techniques:

1. Supervised Learning :

• In this technique input and output data is provided.
• We also provide the algorithm
• The data is labeled for classification to provide a learning basis for future data processing
• Supervised learning also includes set of examples with paired input subject and desired output
• For e.g. An AI system might be provided with labeled pictures of vehicles in categories such as cars and trucks.

2. Unsupervised Learning:

• In this technique information is neither classified nor labeled and allowing the algorithms to act on given input without guidance.

• There is a group of unsorted information according and differences even though there are no categories provided.

• Information is presented with unlabeled data and the systems algorithm
• The output is depend on the coded algorithm
• Subjecting a system to unsupervised learning is one way of testing AI.