Machine Learning Tools:

Sliding Window and Flatten Rows For Time Series Data

What does this code do?

• apply a sliding window on a DataFrame
• flatten the 2D window into 1D vector

Why?

• to make the data-set more compatible with Scikit-Learn and Keras
• apply feature normalization and SMOTE techniques

how?

• make sure your data-set has the similar shape as the example
• run the jupyter code on your data-set here is a link to my youtube channle where I explain the code https://youtu.be/uK1SXGNxazY