This project demonstrates how to implement Simple Linear Regression (SLR) from scratch, without relying on machine learning libraries like scikit-learn. The focus is on building an interpretable, ...

Deep Learning with Yacine. Gradient Descent from Scratch in Python. Posted: June 4, 2025 | Last updated: June 8, 2025. Learn how gradient descent really works by building it step by step in Python.

Optimizing Gradient Descent: Experiment with adjusting the learning rate or testing other simple optimization methods to see their impact on convergence speed. Analyzing Errors: Create simple plots of ...

Dive deep into Nesterov Accelerated Gradient (NAG) and learn how to implement it from scratch in Python. Perfect for improving optimization techniques in machine learning! 💡🔧 # ...