Define the Concept of Data

Describe Basic Data Variable Types

Describe Basic Structure used in Data Analytics

Describe Data Categories

Import,Store,and Export Data

Clean Data

Organize Data

Aggregate Data

Describe and Differentiate Between Types of Data Analysis

Describe and Differentiate Between Data Aggregation and Interpretation Metrics

Describe and Differentiate Between Exploratory Data Analysis Methods

Evaluate and Explain the Results of Data Analyses

Define and Describe the Role of Artificial Intelligence in Data Analysis

Report Data

Create Visualozations from Data

Derive Conclusions from a Data Visualization

Describe Data Privacy Laws and Best Practices

Describe Best Practices for Responsible Data Handling

Given a Scenario, Describe Types of Bias that Affect Collection and Interpretation of Data