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Data Analytics Team Leadership
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Module 1
Data Analytics Fundamentals
1
Types of Analytics: Descriptive, Diagnostic, Predictive, and Prescriptive
Distinguish between descriptive, diagnostic, predictive, and prescriptive analytics.
2
Analytics Fundamentals: Definitions
Define key analytics terms: KPIs, metrics, dimensions, measures, and granularity.
3
The Data Analyst Workflow: From Raw Data to Insights
Describe the typical end-to-end workflow of a data analyst.
4
OLTP vs. OLAP: Understanding Database Differences
Explain the difference between an operational database (OLTP) and an analytical database (OLAP).
Types of Business Questions Answered by Data Analysts
Identify the types of business questions data analysts answer for stakeholders.
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Hands-On Analysis with Metabase