Machine learning is used to help machines handle data more efficiently due to its complexity. Various industries and organizations use machine learning to extract important information for analysis. Researchers have explored different machine learning techniques to solve problems in fields like image processing and data mining. The main goal of this paper is to review these techniques and algorithms. The researchers used a qualitative analysis approach by reviewing existing literature on machine learning.