AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 2 Storage and Data Management
21mIntermediate2023-03-30
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 second domain of the exam: Storage and Data Management. Mapping the course to the DAS-C01 exam, Noah shows you how to: determine the operational characteristics of the storage solution for analytics; determine data access and retrieval patterns; select appropriate data layout, schema, structure, and format; define data lifecycle based on usage patterns and business requirements; and determine the appropriate system for cataloging data and managing metadata.
Skills covered
Cloud StorageData Resource ManagementAmazon Web Services (AWS)AmazonDatabase ManagementCloud ServicesCloud PlatformsCert PrepCloud Computing
Concepts
1. Determine the Operational Characteristics of the Storage Solution for Analytics
- 01 - Introduction to domain
- 02 - One size databases fit no one
- 03 - Serverless data engineering concepts
- 04 - Provisioning EBS
- 05 - Watch data to retrain ML models
- 06 - Using S3 Storage
- 07 - Variety, velocity, and volume are big data challenges
- 08 - Building a systems tool with Rust for deduplication