'Lecture 18 : Least Square Approximations :Necessary and Sufficient Conditions for Unconstrained Optimization Least Square Approximations ( contd..)' Video Lecture

Course Video Lectures Lecture 1: Introduction and Overview Lecture -2 Fundamentals of Vector Spaces Lecture 3 : Basic Dimension and Sub-space of .. Lecture 4 : Introduction to Normed Vector Spa.. Lecture 5 : Examples of Norms,Cauchy Sequence.. Lecture 6 : Introduction to Inner Product Sp.. Lecture 7 : Cauchy Schwaz Inequality and Orth.. Lecture 8 : Gram-Schmidt Process and Generati.. Lecture 9 : Problem Discretization Using Appr.. Lecture 10 : Weierstrass Theorem and Polynomi.. Lecture 11 : Taylor Series Approximation and .. Lecture 12 : Solving ODE - BVPs Using Firute .. Lecture 13 :Solving ODE - BVPs and PDEs Using.. Lecture 14 : Finite Difference Method (contd... Lecture 15 : Polynomial and Function Interpol.. Lecture 16 : Orthogonal Collocations Method f.. Lecture 17 :Least Square Approximations, Nece.. Lecture 18 : Least Square Approximations :Nec.. Lecture 19 :Linear Least Square Estimation an.. Lecture 20 : Geometric Interpretation of the .. Lecture 21 : Projection Theorem in a Hilbert .. Lecture 22 :Discretization of ODE-BVP using L.. Lecture 23 : Discretization of ODE-BVP using .. Lecture 24 : Model Parameter Estimation using.. Lecture 25 : Solving Linear Algebraic Equatio.. Lecture 26 : Methods of Sparse Linear Systems.. Lecture 27 : Iterative Methods for Solving Li.. Lecture 28 : Iterative Methods for Solving Li.. Lecture 29 :Iterative Methods for Solving Lin.. Lecture 30 : Iterative Methods for Solving Li.. Lecture 31 : Iterative Methods for Solving Li.. Lecture 32 :Optimization Based Methods for So.. Lecture 33 : Conjugate Gradient Method, Matri.. Lecture 34 : Matrix Conditioning and Solution.. Lecture 35 : Matrix Conditioning (Contd.) and.. Lecture 36 : Solving Nonlinear Algebraic Equa.. Lecture 37 : Solving Nonlinear Algebraic Equa.. Lecture 38 : Solving Nonlinear Algebraic Equa.. Lecture 39 : Solving Nonlinear Algebraic Equa.. Lecture 40 :Solving Ordinary Differential Equ.. Lecture 41 :Solving Ordinary Differential Equ.. Lecture 42 :Solving ODE-IVPs : Runge Kutta Me.. Lecture 43 :Solving ODE-IVPs : Generalized Fo.. Lecture 44 : Solving ODE-IVPs : Multi-step Me.. Lecture 45 : Solving ODE-IVPs: Selection of I.. Lecture 46 : Solving ODE-IVPs: Convergence An.. Lecture 47 :Solving ODE-IVPs: Convergence Ana.. Lecture 48 : Methods for Solving System of Di.. Lecture 49 : Methods for Solving System of Di..