Perform Sentiment Analysis on X on Arm-based EKS clusters

Who is this for?

This Learning Path is for software developers who want to build an end-to-end ML sentiment analysis solution on an Arm-based Amazon EKS cluster to analyze live posts on X .

What will you learn?

After completing this Learning Path, you'll be able to perform the following tasks:

• Deploy a text classification model on Amazon EKS with Apache Spark.
• Use Elasticsearch and a Kibana dashboard to analyze the posts on X.
• Deploy Prometheus and Grafana dashboards to monitor CPU and RAM usage of Kubernetes nodes.

Prerequisites

Before starting, you'll need the following prerequisites:

• An AWS account.
• A computer with Docker, Terraform, the Amazon eksctl command-line interface, and kubectl installed.