Customer Segmentation and Retention Strategy using Transactional Data
Author(s): Samith Chimminiyan Originally published on Towards AI. So what is it? You will be definelty heard of the term Churn Prediction. Photo by Blake Wisz on Unsplash Churn prediction uses data analysis and machine learning to identify customers likely to stop …
The Hidden Assumptions Behind Linear Regression
Author(s): Samith Chimminiyan Originally published on Towards AI. Linear Regression is one of the first topics that we hear when we start learning Machine Learning. Because of that, many people treat it as something to quickly “get through” before moving on to …
Deploying a TensorFlow Model with TensorFlow Serving and Docker
Author(s): Samith Chimminiyan Originally published on Towards AI. TensorFlow Serving is a powerful tool for deploying machine learning models in a production environment. It allows for easy scaling and management of models, as well as the ability to serve multiple models at …
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