AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 1 Collection

Introduction

• Overview
• Technology prerequisites
• Using SageMaker Studio Lab
• Learn AWS CloudShell
• The cloud developer workspace advantage
• Prototyping AI APIs on AWS with CloudShell and Bash
• Using AWS Cloud9 with Amazon CodeWhisperer

1. Determine the Operational Characteristics of the Collection System

• Operationalizing a collection system
• Job styles: Batch vs, streaming data

2. Select a Collection System That Handles the Frequency, Volume, and Source of Data

• Data ingestion pipelines
• AWS Batch demo
• AWS Step Functions demo
• Transform data in transit
• Handing map reduce for ML

3. Select a Collection System That Addresses the Key Properties of Data

• Installing a systems programming language Rust
• Using Rust to collect S3 objects and summarize metadata