Convex Optimization Notes

I’m sharing my notes on Convex Optimization. These notes cover fundamental concepts and techniques in the field of convex optimization, which is essential for many machine learning and optimization problems.

Download

You can download my notes on Convex Optimization here: Convex Optimization Notes (PDF)

Topics Covered

These notes cover various aspects of convex optimization, including:

• Convex sets and functions
• Convexity properties
• Optimization problems
• Duality theory
• Algorithms for convex optimization
• Applications in machine learning and data science

I hope these notes are helpful for anyone interested in optimization methods and their applications in data science and machine learning.