WebToolTip com Udemy Applied Optimization Linear Nonlinear and ML Focus

WebToolTip com Udemy Applied Optimization Linear Nonlinear and ML Focus

Name	[ WebToolTip.com ] Udemy - Applied Optimization - Linear, Nonlinear, and ML Focus	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.2 GB
Total Files	55
Last Seen	2025-06-22 00:26
Hash	19A513C44FBBC698EC74947FB4A9CD4CE25199AB

/
Get Bonus Downloads Here.url	0.2 KB
/1 - Course Overview/
1 -Course Overview.mp4	54.2 MB
1 -UDEMY-OPTIMIZATION - OUTLINE.pptx	1.1 MB
/2 - Introduction/
1 -Human Learning Vs. Machine Learning.mp4	150.2 MB
1 -Session-2 Human Learning Vs.png	652.6 KB
2 -Session-3 Optimization and Mathematical Modelling.png	172.9 KB
2 -What is Optimization.mp4	198.7 MB
3 -Session 4 - Types of Optimization Problems - Chart.png	452.2 KB
3 -Types of Optimization Problems.mp4	99.4 MB
/3 - Linear Optimization/
1 -Mathematical modelling of linear optimization problem - Case Study 1.mp4	171.3 MB
1 -Session 5 - Linear Optimization - Math.png	567.1 KB
2 -Python Code for Case Study - 1.url	0.1 KB
2 -Session 6 - Python Implementation - Linear Optimization - Case Study 1.mp4	168.0 MB
3 -Session - 7 MatLab Implementation.pdf	297.9 KB
3 -Session 7 -MATLAB Implementation - Linear Optimization - Case Study 1.mp4	117.5 MB
4 -Linear Optimization - Case Study 2.png	454.7 KB
4 -Mathematical modelling of linear optimization problem - Case Study 2.mp4	103.3 MB
5 -Session 9 - Case Study 2 - Python Code.url	0.1 KB
5 -Session 9 - Case Study 2 - Python Implementation.mp4	106.8 MB
6 -Case2 - MatLab Implementation.pdf	186.9 KB
6 -Session 10 - Case Study 2- MATLAB Implementation.mp4	99.7 MB
/.../4 - Constrained Non-Linear Optimization/
1 -Lagrange multiplier method.png	497.4 KB
1 -Session-11 Constrained Non Linear Optimization - Lagrange multiplier method.mp4	117.9 MB
2 -Case Study - 1 Economic Load Dispatch In Electrical Power System.mp4	175.5 MB
2 -Session-12- LagrangeMultiplier-Numerica.png	810.8 KB
3 -Case Study - 1 Economic Load Dispatch In Electrical Power System - Derivation.mp4	115.8 MB
3 -Session-13.png	217.7 KB
4 -Session 13 - Corrections.mp4	43.4 MB
4 -Session 13 - Corrections.png	416.6 KB
5 -Constrained_Nonlinear_Optimization.mlx	174.8 KB
5 -Derivation - Economic Load Dispatch.png	416.6 KB
5 -MATLAB - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4	143.5 MB
6 -Python - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4	135.5 MB
6 -Python code.url	0.1 KB
/.../5 - Unconstrained Non-Linear Optimization - Gradient Descent Algorith/
1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4	339.0 MB
1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.png	380.3 KB
2 -Numerical- Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4	91.4 MB
2 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Numericals.png	318.8 KB
3 -Noninear_Optimization_SingleVariable.mlx	154.7 KB
3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4	114.8 MB
3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.pdf	130.7 KB
4 -Python Code.url	0.1 KB
4 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4	82.0 MB
5 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4	86.4 MB
5 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm.png	142.4 KB
6 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm - Numerical.mp4	100.1 MB
6 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - Numericals.png	212.2 KB
7 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4	98.3 MB
7 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - MATLAB.pdf	146.5 KB
7 -Noninear_Optimization_Multi_Variable.mlx	152.9 KB
8 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4	86.0 MB
8 -Python Code.url	0.1 KB
/.../6 - Need of Optimization in Machine Learning/
1 -Session-21 Need of Optimization for Machine Learning.png	106.1 KB
1 -Why we need optimization in machine learning.mp4	171.9 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 55