Mathematical Inequalities with Applications to Data Science

The project with Dr. Hassan Mohy-ud-Din (Website) involved the following

• Doing readings on various prominent mathematical inequalities in the field of data science and information theory.
• Compiling reading materials from YouTube videos, journals, conference papers, etc.
• Each inequality is accompanied by essential background information, a proof, intriguing considerations, practical applications, and a demonstration in Python/MATLAB.
• Example: Jensen’s Inequality

The complete work so far can be shared by emailing Dr. Hassan.