AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 4 Analysis and Visualization

1. Determine the Operational Characteristics of the Analysis and Visualization Solution

• Introduction to domain
• Cleaning data
• Scaling data
• Labeling data
• Using Mechanical Turk labeling
• Identify and extract features
• Feature engineering concepts

2. Select the Appropriate Data Analysis Solution for a Given Scenario

• Graphing data for COVID-19
• Clustering data

3. Select the Appropriate Data Visualization Solution for a Given Scenario

• Exploring the Kaggle NBA data set with QuickSight
• SageMaker Canvas demo

4. Define Data Lifecycle Based on Usage Patterns and Business Requirements

• Train and test split requirements