This repository contains course materials and three lab projects for the "Practical Introduction to Machine Learning" - MAP654I course followed at Ecole Polytechnique for the Master 2 Data Science during the academic year 2023-2024.
The "Practical Introduction to Machine Learning" course provides a comprehensive introduction to machine learning techniques and their practical applications. Students will explore various algorithms, tools, and real-world use cases, equipping them with the knowledge and skills to work on machine learning projects.
The repository includes three lab projects, each focusing on specific aspects of machine learning:
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Lab 1: Unsupervised Learning
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Lab 2: Supervised Learning
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Lab 3: Classification