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STYLIANOS IORDANIS's Projects

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machine-learning-regression-models icon machine-learning-regression-models

This repository contains only projects using regression analysis techniques. Examples include a comprehensive analysis of retail store expansion strategies using Lasso and Ridge regressions.

machine-learning-roadmap icon machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

machine-learning-to-predict-customer-loyalty-trajectory icon machine-learning-to-predict-customer-loyalty-trajectory

Customer loyalty is the strength of the relationship a customer has with a business as manifested by customer purchasing more and at high frequency. There are various signal or events related to a customer’s engagement with a business. Some examples are transactions, customer service calls and social media comments.

machine-learning-unlocked icon machine-learning-unlocked

This repository includes the materials from the event series - Machine Learning Unlocked by Sigmoid and Tekwill Academy

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