Collecting Data
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From databases, APIs, surveys, web scraping, sensors, etc.
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Cleaning Data
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Removing errors, duplicates, missing values.
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Exploring Data (EDA)
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Finding patterns, trends, and relationships using graphs and stats.
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Analyzing Data / Building Models
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Using statistical or machine learning models to make predictions or discover patterns.
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Interpreting Results