This is a beginners guide to complete Machine Learning Pipeline. You can find dataset and code in the repository, this will help you learn basic steps in how to train your own Machine Learning model from scratch using techniques like data imputation, feature engineering, modeling, data preprocessing etc.
Check out these blogs for detailed explanation:
https://medium.com/geekculture/machine-learning-pipeline-for-beginners-retail-returns-dataset-part-i-2132cfcc9e6a https://medium.com/geekculture/machine-learning-pipeline-for-beginners-retail-returns-dataset-part-ii-57cd8b8a0743