Automation using web API's is a critical skill - In this tutorial we cover a full web stack consisting of Docker, AWS, Google Sheets & R Plumber API. Get ready to distribute data science in your organization! Want the code? Join Learning Labs PRO: university.bus...
Table of Contents:
- Agenda - Automating Google Sheets w/ an R-Powered API - 3:05
- Business Problem - It's tough to distribute analysis to others - 7:36
- Solution - Make an API - 9:17
- Google Spreadsheet Automation Demo - Sheet Connected to an R API - 10:57
- What is an API? - 14:25
- Developing an API - Workflow & Technology Stack - 20:10
- Documentation: Plumber, Docker, AWS, Google Sheets Scripts
- Code Demo - Google Spreadsheets Automation w/ Plumber, Docker, AWS - 26:55
- Project Setup for Lab 42 - 27:12
- Analysis - Getting CRAN R Package Download History - 28:24
- Making a CRAN Downloads API with Plumber - 32:55
- Packaging the API inside a Docker Image - 45:58
- Setting up AWS (EC2) with a Docker Container that Runs Your API - 53:28
- Connecting Google Sheets w/ GS Spreadsheets Script - 55:17
- Data Science Trends - Why Learning AWS & Docker is SUPER Important - 1:00:26
- Course Special - 15% OFF (university.bus...)
- Q&A - 1:08:39
Негізгі бет Automating Google Sheets with an R API - Docker, Plumber, & AWS | Learning Lab 42
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