`Data analytics encompasses different areas like data analysis, data science, and data engineering. Here's a more detailed look: Key aspects of data analytics: Data Collection: Gathering data from various sources, including databases, web servers, and social media. Data Transformation: Cleaning, organizing, and preparing data for analysis. Data Analysis: Applying statistical and machine learning techniques to identify patterns and trends. Data Visualization: Communicating findings through dashboards, reports, and charts. Decision Support: Using insights to improve business processes, optimize operations, and make strategic decisions. Different approaches to data analytics: Descriptive Analytics: Summarizing past data to understand what has happened. Diagnostic Analytics: Investigating the causes of past events. Predictive Analytics: Forecasting future outcomes based on historical data. Prescriptive Analytics: Recommending actions to achieve desired outcomes.
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