Foundations of Data Analytics

Define data analytics and explain its role in business decision-making.

Distinguish between descriptive, diagnostic, predictive, and prescriptive analytics.

Identify and differentiate structured, semi-structured, and unstructured data.

Describe the stages of the data analytics lifecycle: from question to insight.

Explain key data quality dimensions: accuracy, completeness, consistency, and timeliness.