The web is the large and most extravagant wellspring of data. To retrieve the information from World Wide Web, Search Engines are utilized.[14]They give a simple user interface for searching for user queries and showing results in the form of relevant URLs, using search engines which are used by people has become very challenging to obtain suitable information. This paper proposed a search engine using a Machine Learning technique that will give more relevant web pages at the top for user queries. Search engines provide you with a simple interface to search user queries. [15]