Building Your First Machine Learning Model in Python: A Step-by-Step Scikit-learn Tutorial Building Your First Machine Learning Model in Python: A Scikit-learn Tutorial We have cleaned the data. We have mastered Pandas. Now, it is time for the main event: Building a model that can predict the future. Welcome to the fifth installment of our Python for Data Science series. If you have been following along, you know how to manipulate dataframes and clean messy datasets. But let's be honest—nobody becomes a Data Scientist just to clean data. You are here because you want to build algorithms. Today, we are going to demystify Machine Learning (ML). We aren't going to get bogged down in complex calculus or matrix multiplication yet. Instead, we are going to focus on the practical implementation using the industry-standard library: Scikit-learn . Before we write a single lin...