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Introduction to Data Science

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  Introduction: Data Science is an interdisciplinary field that combines elements of statistics, mathematics, computer science, and domain knowledge to extract insights and knowledge from data. With the rise of big data and the increasing availability of powerful computing resources, Data Science has become an increasingly important tool for businesses, governments, and organizations of all sizes. What is Data Science? Data Science is the process of using statistical and computational methods to extract insights and knowledge from data. The goal of Data Science is to uncover patterns, relationships, and trends in data that can inform decision-making and drive actionable insights. Data Science involves several stages, including data collection and cleaning, hypothesis testing, model building and validation, and communication of insights. Data Collection and Cleaning: The first step in the Data Science process is to collect and clean data. This involves acquiring data from various source