Portfolio Projects and ML Challenges

This section brings together a collection of Machine Learning practice challenges and mini projects designed to help you grow, while having fun.

Each challenge focuses on building intuition, applying conceptual thinking, and hands-on project development.

Challenges

Math Foundations Challenge

A friendly, team-based review competition covering the core math concepts behind ML, such as Linear Algebra, Calculus, and Probability.
It focuses on reasoning, intuition, and how these ideas connect to real ML workflows.

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More challenges and mini-projects will be added here over time, including topics such as: - Data exploration and visualization
- Model understanding and interpretation
- Applied ML problem-solving
- Short research-inspired exercises

Stay tuned and keep exploring!