AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 4 Analysis and Visualization
26mIntermediate2023-03-30
Authors
Noah Gift
MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO
Course details
The AWS Certified Data Analytics credential helps organizations identify and develop talent with critical skills for implementing cloud initiatives. Earning AWS Certified Data Analytics – Specialty certification validates expertise in using AWS data lakes and analytics services to get insights from data. In this course, Noah Gift focuses on the fourth domain of the exam: Analysis and Visualization. Join Noah as he shows you how to: determine the operational characteristics of the analysis and visualization solution; select the appropriate data analysis solution for a given scenario; and select the appropriate data visualization solution for a given scenario.
Skills covered
Data VisualizationAmazon Web Services (AWS)AmazonCloud ServicesData AnalysisCloud PlatformsCert PrepCloud ComputingData ScienceBusiness Analysis and StrategyBusiness Software and Tools
Concepts
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
Select the Appropriate Data Analysis Solution for a Given Scenario
- Graphing data for COVID-19
- Clustering data
Select the Appropriate Data Visualization Solution for a Given Scenario
- Exploring the Kaggle NBA data set with QuickSight
- SageMaker Canvas demo
Define Data Lifecycle Based on Usage Patterns and Business Requirements
- Train and test split requirements