This is mostly a collection of good articles on the subject that I like for some reasons.
Ruby
Language details
Rails and dry-rb
SQL
Data science
Functional programming, lambdas, monads, etc
Other
Ruby gems
- deequ Deequ is a library built on top of Apache Spark for defining “unit tests for data”, which measure data quality in large datasets.
- daru Data Analysis in RUby
- decisiontree ID3-based implementation of the ML Decision Tree algorithm
- ferrum Ruby Chrome/Chromium driver
- dexter The automatic indexer for Postgres
- checker_jobs Regression testing for data
- waterfall A slice of functional programming to chain ruby services and blocks, thus providing a new approach to flow control. Make them flow!
- resonad Ruby result monad class(es)
- device_detector DeviceDetector is a precise and fast user agent parser and device detector written in Ruby
- kimuraframework Modern web scraping framework written in Ruby which works out of box with Headless Chromium/Firefox, PhantomJS, or simple HTTP requests and allows to scrape and interact with JavaScript rendered websites
Devops, AWS, Heroku