AI Math Clubs - GDG Ahlen | Weeks 8-12: Calculus with Python

## 📅 Week 11: Optimization – Gradient Descent

Topics: How ML algorithms optimize functions

### Week 8: Functions and Limits

Topics: Continuous functions, limits, and their significance in ML
Week 9: Derivatives – Slope and Gradient
Topics: Rules of differentiation, gradients, and slope interpretation
Week 10: Partial Derivatives
Topics: Multivariable calculus, gradients for ML cost functions
Week 11: Optimization – Gradient Descent
Topics: How ML algorithms optimize functions
Week 12: Integrals and Areas
Topics: Integration and its applications in ML

### What is AI Math Clubs?

A strong foundation in mathematics is essential for mastering artificial intelligence. The AI Math Clubs campaign is designed to deepen your understanding of the mathematical principles that underpin AI algorithms.
This initiative focuses on building an intuitive grasp of key math concepts and connecting them to real-world applications in AI and data science.
Let's learn together! Strengthen your skills and take the next step on your journey to becoming an AI engineer.

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