Machine Learning Its Applications, Challenges & Tools: A Review

Abstract

Nowadays, a huge amount of data is readily available. As a result, analysing this data in order to obtain any useful information and developing an algorithm based on this analysis is critical. Data mining and machine learning can be used to accomplish this. Machine learning is a subset of artificial intelligence that is used to create algorithms based on data patterns and historical data relationships. Machine learning is an area that spans many disciplines. The various applications of machine learning, the needs of machine learning, the various techniques used by machine learning, the various types of problem solving approaches, and the challenges that machine learning faces are all discussed in this paper.