AWS Certified Data Analytics – Specialty (DAS-C01) Cert Prep: 3 Processing

Offered By: LinkedIn Learning

Tags

Amazon Web Services (AWS) Courses Kubernetes Courses FastAPI Courses Data Processing Courses Data Analytics Courses Containers Courses Minikube Courses

Course Description

Overview

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This course is for anyone preparing for the third domain of the AWS Data Analytics (DAS-C01) exam.

Syllabus

1. Determine Appropriate Data Processing Solution Requirements

Introduction to domain
Key concepts for Kubernetes
Kubernetes clusters
Kubernetes pods
Kubernetes service deployments
Running minikube
Running minikube with FastAPI
Building tiny containers
AWS App Runner API
PyTorch, FastAPI, and App Runner
AWS App Runner with C#
Options for container orchestration
AWS ECS Fargate for .NET
Load testing with Locust
SRE mindset for MLOps
Compute choices
Provisioning EC2

Taught by

Noah Gift

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