Key Components of Data Science
- ✓Data collection: gathering structured and unstructured data from diverse sources
- ✓Data processing: cleaning, transforming, and preparing data for analysis
- ✓Data analysis: applying statistical methods and algorithms to extract insights
- ✓Data visualization: presenting findings in clear, actionable formats
Applications Across Industries
Data science drives value in virtually every industry — from predicting patient outcomes in healthcare to optimizing supply chains in manufacturing to personalizing customer experiences in retail.
The key to successful data science is asking the right questions. The most sophisticated model is useless if it's solving the wrong problem. Start with the business question and work backward to the data.