Udemy Applied Optimization Linear Nonlinear and ML Focus

Udemy Applied Optimization Linear Nonlinear and ML Focus
     Get Bonus Downloads Here.url -


     1 -Course Overview.mp4 -


     1 -UDEMY-OPTIMIZATION - OUTLINE.pptx -


     1 -Human Learning Vs. Machine Learning.mp4 -


     1 -Session-2 Human Learning Vs.png -


     2 -Session-3 Optimization and Mathematical Modelling.png -


     2 -What is Optimization.mp4 -


     3 -Session 4 - Types of Optimization Problems - Chart.png -


     3 -Types of Optimization Problems.mp4 -


     1 -Mathematical modelling of linear optimization problem - Case Study 1.mp4 -


     1 -Session 5 - Linear Optimization - Math.png -


     2 -Python Code for Case Study - 1.url -


     2 -Session 6 - Python Implementation - Linear Optimization - Case Study 1.mp4 -


     3 -Session - 7 MatLab Implementation.pdf -


     3 -Session 7 -MATLAB Implementation - Linear Optimization - Case Study 1.mp4 -


     4 -Linear Optimization - Case Study 2.png -


     4 -Mathematical modelling of linear optimization problem - Case Study 2.mp4 -


     5 -Session 9 - Case Study 2 - Python Code.url -


     5 -Session 9 - Case Study 2 - Python Implementation.mp4 -


     6 -Case2 - MatLab Implementation.pdf -


     6 -Session 10 - Case Study 2- MATLAB Implementation.mp4 -


     1 -Lagrange multiplier method.png -


     1 -Session-11 Constrained Non Linear Optimization - Lagrange multiplier method.mp4 -


     2 -Case Study - 1 Economic Load Dispatch In Electrical Power System.mp4 -


     2 -Session-12- LagrangeMultiplier-Numerica.png -


     3 -Case Study - 1 Economic Load Dispatch In Electrical Power System - Derivation.mp4 -


     3 -Session-13.png -


     4 -Session 13 - Corrections.mp4 -


     4 -Session 13 - Corrections.png -


     5 -Constrained_Nonlinear_Optimization.mlx -


     5 -Derivation - Economic Load Dispatch.png -


     5 -MATLAB - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4 -


     6 -Python - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4 -


     6 -Python code.url -


     1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 -


     1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.png -


     2 -Numerical- Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 -


     2 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Numericals.png -


     3 -Noninear_Optimization_SingleVariable.mlx -


     3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4 -


     3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.pdf -


     4 -Python Code.url -


     4 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4 -


     5 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 -


     5 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm.png -


     6 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm - Numerical.mp4 -


     6 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - Numericals.png -


     7 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4 -


     7 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - MATLAB.pdf -


     7 -Noninear_Optimization_Multi_Variable.mlx -


     8 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4 -


     8 -Python Code.url -


     1 -Session-21 Need of Optimization for Machine Learning.png -


     1 -Why we need optimization in machine learning.mp4 -


     Bonus Resources.txt -

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