# AI News, Prasoon Goyal

- On Thursday, October 4, 2018
- By Read More

## Prasoon Goyal

That is to say, given 100 images of a person and infinite computational power and time, is there a foolproof way to recognize an unseen photo of that person?

This is precisely the relation between machine learning and optimization - machine learning involves coming up with a mathematical model for a problem, which often turns out to be an optimization problem, that can now be solved using mathematical techniques.

- On Monday, September 23, 2019

**1. Introduction and Optimization Problems**

MIT 6.0002 Introduction to Computational Thinking and Data Science, Fall 2016 View the complete course: Instructor: John Guttag ..

**Machine Learning #25 Optimization: Problems & Algorithms**

Machine Learning #25 Optimization: Problems & Algorithms Mathematical optimization is the selection of a best element (with regard to some criteria) from some ...

**Multivariable maxima and minima**

A description of maxima and minima of multivariable functions, what they look like, and a little bit about how to find them.

**Optimization II (Genetic Algorithms)**

Artificial Intelligence by Prof. Deepak Khemani,Department of Computer Science and Engineering,IIT Madras.For more details on NPTEL visit

**Mathematics of Machine Learning**

Do you need to know math to do machine learning? Yes! The big 4 math disciplines that make up machine learning are linear algebra, probability theory, ...

**Convex Optimization for Finance**

Visit to learn more. Convex Optimization for Finance This webinar will provide an introduction to the theory and practice of convex ..

**Lecture 1 | Convex Optimization I (Stanford)**

Professor Stephen Boyd, of the Stanford University Electrical Engineering department, gives the introductory lecture for the course, Convex Optimization I (EE ...

**Lagrange Multipliers with equality and inequality constraints (KKT conditions)**

**Mod-01 Lec-22 Unconstarined multivariable optimization**

Optimization by Prof. A. Goswami & Dr. Debjani Chakraborty,Department of Mathematics,IIT Kharagpur.For more details on NPTEL visit