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Language:
English
Total Size:
3.0 GB
Info Hash:
19A513C44FBBC698EC74947FB4A9CD4CE25199AB
Added By:
Added:
June 12, 2025, 1:13 a.m.
Stats:
|
(Last updated: Oct. 22, 2025, 7:24 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 1 -Course Overview.mp4 | 51.7 MB |
| 1 -UDEMY-OPTIMIZATION - OUTLINE.pptx | 1.0 MB |
| 1 -Human Learning Vs. Machine Learning.mp4 | 143.3 MB |
| 1 -Session-2 Human Learning Vs.png | 637.3 KB |
| 2 -Session-3 Optimization and Mathematical Modelling.png | 168.9 KB |
| 2 -What is Optimization.mp4 | 189.5 MB |
| 3 -Session 4 - Types of Optimization Problems - Chart.png | 441.6 KB |
| 3 -Types of Optimization Problems.mp4 | 94.8 MB |
| 1 -Mathematical modelling of linear optimization problem - Case Study 1.mp4 | 163.4 MB |
| 1 -Session 5 - Linear Optimization - Math.png | 553.8 KB |
| 2 -Python Code for Case Study - 1.url | 116 bytes |
| 2 -Session 6 - Python Implementation - Linear Optimization - Case Study 1.mp4 | 160.2 MB |
| 3 -Session - 7 MatLab Implementation.pdf | 290.9 KB |
| 3 -Session 7 -MATLAB Implementation - Linear Optimization - Case Study 1.mp4 | 112.1 MB |
| 4 -Linear Optimization - Case Study 2.png | 444.0 KB |
| 4 -Mathematical modelling of linear optimization problem - Case Study 2.mp4 | 98.5 MB |
| 5 -Session 9 - Case Study 2 - Python Code.url | 122 bytes |
| 5 -Session 9 - Case Study 2 - Python Implementation.mp4 | 101.9 MB |
| 6 -Case2 - MatLab Implementation.pdf | 182.5 KB |
| 6 -Session 10 - Case Study 2- MATLAB Implementation.mp4 | 95.1 MB |
| 1 -Lagrange multiplier method.png | 485.7 KB |
| 1 -Session-11 Constrained Non Linear Optimization - Lagrange multiplier method.mp4 | 112.4 MB |
| 2 -Case Study - 1 Economic Load Dispatch In Electrical Power System.mp4 | 167.4 MB |
| 2 -Session-12- LagrangeMultiplier-Numerica.png | 791.8 KB |
| 3 -Case Study - 1 Economic Load Dispatch In Electrical Power System - Derivation.mp4 | 110.4 MB |
| 3 -Session-13.png | 212.6 KB |
| 4 -Session 13 - Corrections.mp4 | 41.4 MB |
| 4 -Session 13 - Corrections.png | 406.9 KB |
| 5 -Constrained_Nonlinear_Optimization.mlx | 170.7 KB |
| 5 -Derivation - Economic Load Dispatch.png | 406.9 KB |
| 5 -MATLAB - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4 | 136.9 MB |
| 6 -Python - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4 | 129.2 MB |
| 6 -Python code.url | 129 bytes |
| 1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 | 323.3 MB |
| 1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.png | 371.4 KB |
| 2 -Numerical- Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 | 87.1 MB |
| 2 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Numericals.png | 311.3 KB |
| 3 -Noninear_Optimization_SingleVariable.mlx | 151.1 KB |
| 3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4 | 109.5 MB |
| 3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.pdf | 127.6 KB |
| 4 -Python Code.url | 127 bytes |
| 4 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4 | 78.2 MB |
| 5 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 | 82.4 MB |
| 5 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm.png | 139.1 KB |
| 6 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm - Numerical.mp4 | 95.4 MB |
| 6 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - Numericals.png | 207.2 KB |
| 7 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4 | 93.7 MB |
| 7 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - MATLAB.pdf | 143.1 KB |
| 7 -Noninear_Optimization_Multi_Variable.mlx | 149.3 KB |
| 8 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4 | 82.0 MB |
| 8 -Python Code.url | 130 bytes |
| 1 -Session-21 Need of Optimization for Machine Learning.png | 103.6 KB |
| 1 -Why we need optimization in machine learning.mp4 | 163.9 MB |
| Bonus Resources.txt | 70 bytes |
Name
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Size
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Added
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870.3 MB
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2023-06-01
| Uploaded by freecoursewb | Size 870.3 MB | Health [ 0 /0 ] | Added 2023-06-01 |
NOTE
SOURCE: Udemy Applied Optimization Linear Nonlinear and ML Focus
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