sanjeev3007 Videos

SANJEEV SHARMA, B.Tech Electrical 3rd Year IIT Roorkee: 23rd Novomber 2009. ELLIPSOIDAL SURFACES FOR DISCRIMINATION & MVE Part 2. This presentation is not directly on path planning but it is intended to give you an overview of two methods known as Ellipsoidal Surfaces and Lowner-John (Minimum Volume) Ellipsoids. Ellipsoidal surface is designed by setting constraint on your P matrix and quadratic expression. Minimum Volume Ellipsoid of a set C, is the ellipsoid covering the Convex Hull of set ...

Tags: Ellipsoidal Surfaces Minimum Volume Ellipsoids Discrimination Sanjeev Sharma

SANJEEV SHARMA, B.Tech Electrical 3rd Year IIT Roorkee: 23rd Novomber 2009. ELLIPSOIDAL SURFACES FOR DISCRIMINATION & MVE Part 1. This presentation is not directly on path planning but it is intended to give you an overview of two methods known as Ellipsoidal Surfaces and Lowner-John (Minimum Volume) Ellipsoids. Ellipsoidal surface is designed by setting constraint on your P matrix and quadratic expression. Minimum Volume Ellipsoid of a set C, is the ellipsoid covering the Convex Hull of set ...

Tags: Ellipsoidal Surfaces Minimum Volume Ellipsoids Discrimination Sanjeev Sharma

SANJEEV SHARMA: 10th Nov 2009. Lecture-8 Machine Learning - Linear Discrimination. In this lecture I first mentioned about the concepts of Separating Hyperplane, then I provided 3 different Data Sets and shown the Discrimination via Least Squares Discrimination, L1 Norm Fitting and Support Vector Machines. I provided the results of Robustness of LS Discrimination which is not very robust classifier. I also provided the evidence of outliers and distant data points. I also provided the results ...

Tags: Machine Learning Sanjeev Sharma Least Squares SVM

Sanjeev Sharma: Btech, 3rd year, 5th semester student of IIT Roorkee, Electrical Engineering. My first lecture in Reinforcement Learning Channel for my website searching-eye.com Lecture -1:26th Oct 2009. "Introduction To Reinforcement Learning". RL is learning through experience. This video gives you a very brief introduction to RL. In this video I told about the goal and Ultimate Aim of this Channel. I also informed about the target vehicles of DARPA Urban Challenge 2007 that we will focus ...

Tags: Reinforcement Learning sanjeev sharma searching-eye

Sanjeev Sharma: Btech, 3rd year, 5th semester student of IIT Roorkee, Electrical Engineering. This is my own lecture. 2nd video in Machine Learning Section for my website searching-eye.com For more of my videos on Machine Learning, Optimization, Path Planning, Data Mining and my friend's videos on Network Security and Penetration Testing - go to www.searching-eye.com

Tags: Machine Learning Sanjeev Sharma Locally Weighted Regression

Sanjeev Sharma: Undergraduate- B.Tech, 3rd year, 5th semester student of IIT Roorkee, Electrical Engineering. This is my own video. 6th video in Machine Learning Section for my website searching-eye.com For more of my videos on Machine Learning, Optimization, Path Planning, Data Mining and my friend's videos on Network Security and Penetration Testing - go to www.searching-eye.com

Tags: Sanjeev Sharma Machine Learning Gaussian Discriminant Analysis

Tags: Port scanning by Nmap Part 1

Tags: Nmap network mapping

Sanjeev Sharma: B.Tech 3rd year IIT Roorkee. This is my first video for lecture series in Data Mining: Searching-eye.com. This is just the Introduction, of Data Mining. I will show you in my upcoming videos, how Convex Optimization (Second Order Cone Programming) can be combined with Data Mining. (This video : Convex Optimization + Data Mining will be posted in special lecture series channel in searching-eye.com)

Tags: Data Mining

Sanjeev Sharma. This is my 2nd Lecture in Mathematical Optimization. This video describes the line search methods.

Tags: Searching eye searching-eye line search wolfe condition.