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Data Science Vs Machine Learning Data Science A Data science is a concept used to deal with great date and includes cleaning, preparation and analysis of data. A data scientist gathers data from various sources and applies machine learning, predictive analytics, and sentiment analysis to extract critical information from collected data sets. They understand the data from a commercial point of view and can provide accurate predictions and insights that can be used to drive critical business decisions.   In simple words, data science is the processing and analyzing of data that you generate for various insights which will serve a myriad of business purposes. For example, when you register with Amazon and browse some products or categories, you are generating data. These data will be used by a scientist on the backend to understand your behavior and pressing you will need to know what you are looking for. This is one of the simplest implementations of data science and is be