Understanding Data - AtPC Job Board

Data Analytics Knowledge Map | Awake to Power Communications

Data Analytics Knowledge Map

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Learning Progress 0/12 Topics

Module 1: Understanding Data

4 Topics • Foundation

1.1 What is Data?

Definition & Types

1.2 Data Sources

Primary, Secondary, External

1.3 Data Collection Methods

Surveys, Experiments, Observations

1.4 Data Quality

6 Quality Dimensions

Module 2: Types of Data & Variables

4 Topics • Classification

2.1 Qualitative Data

Nominal & Ordinal

2.2 Quantitative Data

Discrete & Continuous

2.3 Discrete vs Continuous

Key Differences

2.4 Variables

Independent, Dependent, Control

Module 3: Measurement Scales

4 Topics • Advanced