Description

Book Synopsis

Chapter 1: Initial Setup on Your AWS Account (aws.amazon.com) .- Chapter 2: SSH to the EC2 Instance with VSCode and Necessary Setup.- Chapter 3: Load Balancer on your AWS console.- Chapter 4: Domain Name and SSL Certificates.- Chapter 5. Deploying More Robust Applications (Jenkins, Flask, and Streamlit).- Chapter 6. Create and Secure your Subdomains.- Chapter 7. How to setup this infrastructure on Google Cloud Platform (GCP).- Chapter 8. Advanced Deployment in GCP: Auto Scaling and Load Balancing Across Global Regions.- Chapter 9. Serverless Deployment with Google Cloud Run.- Chapter 10. Serverless Deployment with AWS.- Chapter 11. Demo: Using Jenkins as an ETL/ELT Platform for Data Science.- Chapter 12. Demo: Streamlit.- Chapter 13. Demo: Flask.

Data Science to Production

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    A Paperback by Lucas Henrique Benevides e Braga

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    Order before 4pm today for delivery by Tue 29 Sep 2026.

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      Book details

      Publisher Apress
      Published 1 November 2026
      ISBN-13 9798868817144
      979-8868817144
      ISBN-10 9798868817144
      Also in:
      Machine learning

      Description

      Book Synopsis

      Chapter 1: Initial Setup on Your AWS Account (aws.amazon.com) .- Chapter 2: SSH to the EC2 Instance with VSCode and Necessary Setup.- Chapter 3: Load Balancer on your AWS console.- Chapter 4: Domain Name and SSL Certificates.- Chapter 5. Deploying More Robust Applications (Jenkins, Flask, and Streamlit).- Chapter 6. Create and Secure your Subdomains.- Chapter 7. How to setup this infrastructure on Google Cloud Platform (GCP).- Chapter 8. Advanced Deployment in GCP: Auto Scaling and Load Balancing Across Global Regions.- Chapter 9. Serverless Deployment with Google Cloud Run.- Chapter 10. Serverless Deployment with AWS.- Chapter 11. Demo: Using Jenkins as an ETL/ELT Platform for Data Science.- Chapter 12. Demo: Streamlit.- Chapter 13. Demo: Flask.

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