Photo by Jouwen Wang on Unsplash

DATA SCIENCE FUNDAMENTALS

From ML Model to ML Pipeline

With Scikit-learn in Python

Building machine learning model is not only about choosing the right algorithm and tuning its hyperparameters. Significant amount of time is spent wrangling data and feature engineering before model experimentation begins. These preprocessing steps can easily overwhelm your worklflow and become hard…