Perform Sentiment Analysis on X on Arm-based EKS clusters
Introduction
Overview
Monitoring sentiment with Elasticsearch and Kibana
Set up Sentiment Analysis with Amazon EKS
Monitor the cluster with Prometheus and Grafana
Review
Next Steps

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What you've learned

You should now know how to:

  • 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.

Knowledge Check

Sentiment Analysis does not rely on compute infrastructure.

Elasticsearch and Kibana cannot be deployed on Arm-based VMs in the cloud.


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