Machine-learning-based-on-R or Python

This repository contains machine learning models based on R or Python with a simple dataset The idea is to understand the model, how to build up a model, how to build a model based on its algorithm, how to use build-in packages, how to tuning hyper parameters, how to deal with the variance and bias trade-off, and how to make conclusion based on the result and how to choose different models.