Data Analytics Syllabus
Module 1: Introduction to Data Analytics
What is data analytics?
Role of a data analyst
Types of analytics: Descriptive, Diagnostic, Predictive, Prescriptive
Data-driven decision making
Module 2: Data Collection & Data Sources
Types of data: Structured vs. unstructured
Data sources: Databases, APIs, web scraping, surveys
Data warehousing and data lakes
Introduction to ETL (Extract, Transform, Load) processes
Module 3: Data Cleaning & Preprocessing
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