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Information is something that changes the user’s knowledge to a certain degree necessary to perform a task or solve a problem. Information retrieval used with machine learning enables the user to retrieve the query for the delivery of relevant results. Certain new technologies based on artificial intelligence have been used which various opportunities for researchers to enhance the information processing and retrieval process. We are reviewing the proposed strategies and approaches for information retrieval through ML. Through this paper, we expect that the new methods could greatly complement the prevailing methods and make our work faster. This paper reviews recent attempts to retrieve data through different datasets using machine learning algorithms.