Data Science Interactive Python Demonstrations: Chapter 05: Distribution Transformation for Machine Learning Feature Engineering
In this walk-through, I explain the concept of distribution transformation for machine learning feature engineering.
Follow along with the interactive Python code in a Jupyter Notebook available in my GitHub repositories @ https://github.com/GeostatsGuy/PythonNumericalDemos/blob/master/Interactive_Distribution_Transformations.ipynb . For more complete lectures check out my other YouTube lectures with linked Python workflows and demonstrations:
* Distribution Transformation:
https://www.youtube.com/watch?v=ZDIpE3OkAIU&list=PLG19vXLQHvSB-D4XKYieEku9GQMQyAzjJ&index=15
* Distribution Transformations for Feature Engineering in Machine Learning:
https://www.youtube.com/watch?v=ZDIpE3OkAIU&list=PLG19vXLQHvSB-D4XKYieEku9GQMQyAzjJ&index=15
* Q-Q plots:
https://www.youtube.com/watch?v=ZDIpE3OkAIU&list=PLG19vXLQHvSB-D4XKYieEku9GQMQyAzjJ&index=15