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Exploratory Data Analysis (EDA) for Analysts

DURATION 11h 29m Medium
CERTIFICATION Querytech Academy

Course Overview

This course teaches systematic techniques to explore, understand, and extract insights from data before formal modeling or reporting.

Curriculum Structure

Comprehensive modules designed for real-world impact

1

Principles of Exploratory Analysis

Understand goals and approach to EDA

2

Trend Detection & Pattern Analysis

Identify trends and seasonal patterns

3

Outlier Detection & Treatment

Detect and handle outliers appropriately

4

Distribution Analysis

Analyze distributions and data characteristics

5

Sector & Competitor Benchmarking

Perform comparative analysis

6

Regression Fundamentals

Explore relationships using basic regression

7

EDA Reporting & Insights

Summarize findings into actionable insights

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