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Data science involves extracting insights and knowledge from data using various tools and techniques, including statistics. However, statistics primarily focuses on collecting, analyzing, interpreting, and presenting data, while data science encompasses a broader range of skills, including programming, machine learning, and domain expertise, to derive insights and make decisions.
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Statistics is like the toolkit you use to understand and make predictions based on data. It's all about collecting, analyzing, and interpreting numbers. Think of it as trying to find patterns or insights from data, using graphs or specific statistical tests.
Data science, on the other hand, is a bigger field that uses statistics but also includes other techniques. It involves collecting both structured (neatly organized) and unstructured (messy and harder to organize) data, cleaning it up, and then analyzing it with statistics, machine learning, and programming. Data science aims to solve real-world problems by making sense of and using large amounts of data in practical ways.
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I want to learn data science in home itself bcz i dont want much time to take any coaching and also most of the institutes are asking high amount for training. Pease lemme know how i can prepare myself.
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