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

سرفصل های دوره

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.

1. Determine Appropriate Data Processing Solution Requirements

001. Introduction to domain

002. Key concepts for Kubernetes

003. Kubernetes clusters

004. Kubernetes pods

005. Kubernetes service deployments

006. Running minikube

007. Running minikube with FastAPI

008. Building tiny containers

009. AWS App Runner API

010. PyTorch, FastAPI, and App Runner

011. AWS App Runner with C#

012. Options for container orchestration

013. AWS ECS Fargate for .NET

014. Load testing with Locust

015. SRE mindset for MLOps

016. Compute choices

017. Provisioning EC2

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تولید کننده: LinkedIn Learning (Lynda)