Data Transformation is All You Need

In the vast realm of machine learning and data science, sophisticated algorithms and models often grab the limelight. However, sometimes, the crux of a successful predictive model isn't just about choosing the right algorithm, but more about presenting the data in a manner that the algorithm can best learn from.

This short article, born from my procrastination, explored linear regression model in light of the power of data visualization and transformation. My goal is to show how a simple change …

algorithm algorithms article data data science datascience data transformation learn machine machine learning machinelearning machine learning and data science predictive presenting python science transformation