Рет қаралды 34
Welcome to today's video on Data Transformation Techniques! In this tutorial, we dive into essential methods for scaling and normalizing your data, including:
-Min-Max Scaling to scale data between [0,1] and [-1,1].
-Decimal Scaling, is a technique for handling large numbers by adjusting decimal points.
-Standardization using Z-score normalization to center data around the mean with unit variance.
We'll cover the formulas, provide examples, and demonstrate how to implement each technique with Python code. Perfect for anyone looking to sharpen their data science and machine learning skills!
#dataanlytics #datatransformation #normalization #scaling #protorialsbysaif
Github: github.com/sai...