
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
1.1 Linear Algebra 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
Unconstrained Multivariate Optimization,
Multivariate optimization with equality constraint,
Multivariate optimization with inequality constraint,
Cross Validation ,
Gradient Descent Learning Rule,
Performance measures 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
SVD Procedure and Solved Example Problem 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
Singular Value Decomposition 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
Problems on Rank Nullity Theorem ,
MFDA Unit I Notes ,
MFDA Unit II Notes 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
Big of words  k grams ,
Metrics  Lp Distances and their Relatives  Lp Distances  Mahalanobis Distance,
Jacard distance ,
Rank of matrix  Finding Eigen values and eigen vectors of a matrix 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
Multiple Linear Regression Model Building and Selection 
Lecture Notes
Dear Students the Lecture Notes has been uploaded for the following topics:
Principal Component Analysis Data Matrices, Projections, SSE