Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

Forecasting the Future - An Introduction to Machine Learning for Weather Prediction in Native Ruby

Explore the world of machine learning in Ruby through this RailsConf 2023 talk. Discover how to build a weather prediction model using native Ruby, learning about the tools and libraries available for ML projects. Gain insights into data collection, preparation, and cleanup, understanding the 80/20 rule in data science. Follow along as the speaker demonstrates training a linear regression model, explaining concepts like training vs. testing data, slope equations, and prediction functions. Perfect for both experienced Rubyists and newcomers, this presentation showcases the accessibility and potential of machine learning in Ruby, encouraging developers to leverage their existing skills for AI and ML applications.