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Data Analytics involves examining, cleaning, transforming, and modeling data to discover useful information, inform conclusions, and support decision-making. It combines techniques from statistics, computer science, and domain knowledge to analyze structured or unstructured data and extract meaningful insights. Key components of data analytics include: Data Collection: Gathering raw data from various sources like databases, surveys, logs, or real-time sensors. Data Cleaning: Removing or correcting inaccuracies, inconsistencies, and missing values to prepare the data for analysis. Data Transformation: Structuring the data into a usable format, often through processes like normalization,...