{"product_id":"data-science-to-production-9798868817144","title":"Data Science to Production","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003eChapter 1: \u003cspan class=\"TextRun SCXW85896726 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun CommentStart CommentHighlightPipeRest CommentHighlightRest SCXW85896726 BCX0\" data-ccp-parastyle=\"heading 2\"\u003eInitial Setup on Your AWS\u003c\/span\u003e\u003cspan class=\"NormalTextRun CommentHighlightRest SCXW85896726 BCX0\" data-ccp-parastyle=\"heading 2\"\u003e Account (aws.amazon.com)\u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"EOP CommentHighlightPipeRest SCXW85896726 BCX0\" data-ccp-props=\"{'134245418':true,'134245529':true,'335559738':120,'335559739':120}\"\u003e .- 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. \u003cspan class=\"TextRun SCXW171908768 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW171908768 BCX0\" data-ccp-parastyle=\"heading 2\"\u003eDeploying More Robust Applications (Jenkins, Flask, and \u003c\/span\u003e\u003cspan class=\"NormalTextRun SpellingErrorV2Themed SCXW171908768 BCX0\" data-ccp-parastyle=\"heading 2\"\u003eStreamlit\u003c\/span\u003e\u003cspan class=\"NormalTextRun SCXW171908768 BCX0\" data-ccp-parastyle=\"heading 2\"\u003e).- 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. \u003cspan class=\"TextRun SCXW170368105 BCX0\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"\u003e\u003cspan class=\"NormalTextRun SCXW170368105 BCX0\" data-ccp-parastyle=\"heading 2\"\u003eDemo: Flask.\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Apress","offers":[{"title":"Default Title","offer_id":52092077834583,"sku":"9798868817144","price":33.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9798868817144.jpg?v=1762276833","url":"https:\/\/bookcurl.com\/products\/data-science-to-production-9798868817144","provider":"Book Curl","version":"1.0","type":"link"}