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Udemy Applied Optimization Linear Nonlinear and ML Focus

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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 1 -Course Overview.mp4 51.7 MB
  3. 1 -UDEMY-OPTIMIZATION - OUTLINE.pptx 1.0 MB
  4. 1 -Human Learning Vs. Machine Learning.mp4 143.3 MB
  5. 1 -Session-2 Human Learning Vs.png 637.3 KB
  6. 2 -Session-3 Optimization and Mathematical Modelling.png 168.9 KB
  7. 2 -What is Optimization.mp4 189.5 MB
  8. 3 -Session 4 - Types of Optimization Problems - Chart.png 441.6 KB
  9. 3 -Types of Optimization Problems.mp4 94.8 MB
  10. 1 -Mathematical modelling of linear optimization problem - Case Study 1.mp4 163.4 MB
  11. 1 -Session 5 - Linear Optimization - Math.png 553.8 KB
  12. 2 -Python Code for Case Study - 1.url 116 bytes
  13. 2 -Session 6 - Python Implementation - Linear Optimization - Case Study 1.mp4 160.2 MB
  14. 3 -Session - 7 MatLab Implementation.pdf 290.9 KB
  15. 3 -Session 7 -MATLAB Implementation - Linear Optimization - Case Study 1.mp4 112.1 MB
  16. 4 -Linear Optimization - Case Study 2.png 444.0 KB
  17. 4 -Mathematical modelling of linear optimization problem - Case Study 2.mp4 98.5 MB
  18. 5 -Session 9 - Case Study 2 - Python Code.url 122 bytes
  19. 5 -Session 9 - Case Study 2 - Python Implementation.mp4 101.9 MB
  20. 6 -Case2 - MatLab Implementation.pdf 182.5 KB
  21. 6 -Session 10 - Case Study 2- MATLAB Implementation.mp4 95.1 MB
  22. 1 -Lagrange multiplier method.png 485.7 KB
  23. 1 -Session-11 Constrained Non Linear Optimization - Lagrange multiplier method.mp4 112.4 MB
  24. 2 -Case Study - 1 Economic Load Dispatch In Electrical Power System.mp4 167.4 MB
  25. 2 -Session-12- LagrangeMultiplier-Numerica.png 791.8 KB
  26. 3 -Case Study - 1 Economic Load Dispatch In Electrical Power System - Derivation.mp4 110.4 MB
  27. 3 -Session-13.png 212.6 KB
  28. 4 -Session 13 - Corrections.mp4 41.4 MB
  29. 4 -Session 13 - Corrections.png 406.9 KB
  30. 5 -Constrained_Nonlinear_Optimization.mlx 170.7 KB
  31. 5 -Derivation - Economic Load Dispatch.png 406.9 KB
  32. 5 -MATLAB - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4 136.9 MB
  33. 6 -Python - Constrained Non-Linear Optimization - Lagrange Multiplier Method.mp4 129.2 MB
  34. 6 -Python code.url 129 bytes
  35. 1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 323.3 MB
  36. 1 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm.png 371.4 KB
  37. 2 -Numerical- Single Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 87.1 MB
  38. 2 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Numericals.png 311.3 KB
  39. 3 -Noninear_Optimization_SingleVariable.mlx 151.1 KB
  40. 3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4 109.5 MB
  41. 3 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.pdf 127.6 KB
  42. 4 -Python Code.url 127 bytes
  43. 4 -Single Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4 78.2 MB
  44. 5 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm.mp4 82.4 MB
  45. 5 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm.png 139.1 KB
  46. 6 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm - Numerical.mp4 95.4 MB
  47. 6 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - Numericals.png 207.2 KB
  48. 7 -Multi Variable Non-Linear Optimization - Gradient Descent Algorithm-MATLAB.mp4 93.7 MB
  49. 7 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm - MATLAB.pdf 143.1 KB
  50. 7 -Noninear_Optimization_Multi_Variable.mlx 149.3 KB
  51. 8 -Multi-Variable Non-Linear Optimization - Gradient Descent Algorithm-Python.mp4 82.0 MB
  52. 8 -Python Code.url 130 bytes
  53. 1 -Session-21 Need of Optimization for Machine Learning.png 103.6 KB
  54. 1 -Why we need optimization in machine learning.mp4 163.9 MB
  55. Bonus Resources.txt 70 bytes

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