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Data science projects are focusing on solving social or business problems by using data. Solving data science projects can be a very challenging task for beginners in this field. You will need to have a different skills set depending on the type of data problem you want to solve. Data preparation is the process of cleaning and transforming your raw data into useful features that you can use to analyze and create predictive models. Take advantage of Cloud Platforms to train your data with a large dataset and run a lot of experiments.