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Overview
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This course is for anyone preparing for the first domain of the AWS Data Analytics (DAS-C01) exam.
Syllabus
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
- Operationalizing a collection system
- Job styles: Batch vs, streaming data
- Data ingestion pipelines
- AWS Batch demo
- AWS Step Functions demo
- Transform data in transit
- Handing map reduce for ML
- Installing a systems programming language Rust
- Using Rust to collect S3 objects and summarize metadata
Taught by
Noah Gift