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AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 3 Processing
1h 11mIntermediate2023-03-30
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 third domain of the exam: Processing. Join Noah as he examines the aspects of data processing you need to know to pass this section of the exam, including how to: determine appropriate data processing solution; design a solution for transforming and preparing data for analysis; and automate and operationalize data processing solutions.
Skills covered
Data EngineeringAmazon Web Services (AWS)AmazonCloud ServicesData AnalysisCloud PlatformsCert PrepCloud ComputingData ScienceBusiness Analysis and StrategyBusiness Software and Tools
Concepts
1. Determine Appropriate Data Processing Solution Requirements
- 01 - Introduction to domain
- 02 - Key concepts for Kubernetes
- 03 - Kubernetes clusters
- 04 - Kubernetes pods
- 05 - Kubernetes service deployments
- 06 - Running minikube
- 07 - Running minikube with FastAPI
- 08 - Building tiny containers
- 09 - AWS App Runner API
- 10 - PyTorch, FastAPI, and App Runner
- 11 - AWS App Runner with C#
- 12 - Options for container orchestration
- 13 - AWS ECS Fargate for .NET
- 14 - Load testing with Locust
- 15 - SRE mindset for MLOps
- 16 - Compute choices
- 17 - Provisioning EC2
Related courses
- AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 1 Collection
- AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 2 Storage and Data Management
- AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 4 Analysis and Visualization
- AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 5 Security
- AWS Certified Machine Learning - Specialty (MLS-C01) Cert Prep: 2 Exploratory Data Analysis
- AWS Certified Security - Specialty (SCS-C02) Cert Prep: 1 Threat Detection and Incident Response
- AWS Certified Security - Specialty (SCS-C02) Cert Prep
- AWS Certified Solutions Architect - Associate (SAA-C02) Cert Prep: 9 Services and Design Scenarios
Related learn paths
- Prepare for the AWS Certified Data Analytics – Specialty (DAS-C01) Certification
- Prepare for the AWS Certified Machine Learning - Specialty (MLS-C01) Exam
- Prepare for the AWS Certified Security - Specialty (SCS-C02) Certification
- Become an AWS Data and DevOps Specialist
- Prepare for the AWS Certified Developer Associate (DVA-C01) Certification Exam
- Prepare for the AWS Certified Solutions Architect - Associate Exam (SAA-C02)
- Explore a Career as a Cloud Administrator
- Infrastructure Management on Microsoft Azure: Top Skills for IT Professionals