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Data science is an interdisciplinary field that uses scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data. It combines elements of statistics, computer science, and domain expertise to analyze data and make informed decisions. Key components include:
- Data Collection: Gathering data from various sources.
- Data Cleaning: Preparing and processing data to ensure quality.
- Data Analysis: Using statistical and computational techniques to explore data patterns.
- Modeling: Building predictive models to make forecasts or classifications.
- Interpretation: Translating analytical results into actionable insights.
- Communication: Presenting findings in a clear and effective manner to stakeholders.
Overall, data science aims to turn raw data into meaningful information that can drive strategic decisions.
