With the increase in data and especially air traffic data, it is increasingly becoming difficult to handle the same. It is important not just to handle the data to get the necessary output, but also to maintain the integrity of the data. Hadoop is a framework that we have used as it provides reliable services for the data in concern. MapReduce can be used to provide apt management of a large amounts of data and it can be used as a filter to generate useful insights. Machine Learning on the other hand is used for the recommendation portion of the project. Machine Learning helps in identifying the patterns in the data which might not be visible to the naked eye. It then is used to make useful predictions and correct recommendations based on the data in consideration.