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51. Mod-01 Lec-17 Least Square Regression.

52. Mod-01 Lec-18 Least Square Regression contd......

53. Mod-01 Lec-19 Least Square Regression contd......

54. Mod-01 Lec-20 Non-linear Regression (Gauss - Newton Algorithm).

55. Mod-01 Lec-21 Optimization- Basic ideas.

56. Mod-01 Lec-22 Properties of objective function and cardinal ideas in optimization.

57. Mod-01 Lec-23 Unconstrained optimization.

58. Mod-01 Lec-24 Constrained optimization problems.

59. Mod-01 Lec-25 Mathematical proof of the Lagrange multiplier method.

60. Mod-01 Lec-26 Test for Maxima/ Minima.

Last edited Mar 6 at 6:04 AM by annaperdana, version 1