20:57Chemical engineering problems to Linear Programming Problem (LPP). Creating the recipe for LPP.
A 21-minute video from vasanth2980: “Chemical engineering problems to Linear Programming Problem (LPP). Creating the recipe for LPP.”.
vasanth2980
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20:57
1:14:16Design of Air Cooler, Correction Factor F, Temperature Efficiency P, Specific heat ratio R
A 74-minute video from vasanth2980: “Design of Air Cooler, Correction Factor F, Temperature Efficiency P, Specific heat ratio R”.
1:24:42Distillation: Reboiler/Condenser Duty, Steam/Cooling water requirement
A 85-minute video from vasanth2980: “Distillation: Reboiler/Condenser Duty, Steam/Cooling water requirement”.
39:38Effect of feed enthalpy on q value - Distillation: Energy balance over feed plate
A 40-minute video from vasanth2980: “Effect of feed enthalpy on q value - Distillation: Energy balance over feed plate”.
49:31Example Problem: Deep Neural Network
A 50-minute video from vasanth2980: “Example Problem: Deep Neural Network”.
1:19:59Example problems :Txy diagram, VLE data from vapor pressure, Antoine constants, relative volatiity
A 80-minute video from vasanth2980: “Example problems :Txy diagram, VLE data from vapor pressure, Antoine constants, relative volatiity”.
1:08:36Example: Machine learning - Solving a perceptron
A 69-minute video from vasanth2980: “Example: Machine learning - Solving a perceptron”.
15:54Flash Distillation: Mass balance calculation - fractional vaporisation
A 16-minute video from vasanth2980: “Flash Distillation: Mass balance calculation - fractional vaporisation”.
16:32Flash distillation - Example problem
A 17-minute video from vasanth2980: “Flash distillation - Example problem”.
56:16Linear Programming Problem (LPP) - Simplex Algorithm - Example problem and the mathematics
A 56-minute video from vasanth2980: “Linear Programming Problem (LPP) - Simplex Algorithm - Example problem and the mathematics”.
15:54Linear programming - prerequites
A 16-minute video from vasanth2980: “Linear programming - prerequites”.
1:35:18Linear programming porblem (LPP) - Corner Point Method, and Mathematical Prequisites
A 95-minute video from vasanth2980: “Linear programming porblem (LPP) - Corner Point Method, and Mathematical Prequisites”.
15:09Linear regression analysis: Y = mX + C; Method of least squares. Derivation of Normal Equations.
A 15-minute video from vasanth2980: “Linear regression analysis: Y = mX + C; Method of least squares. Derivation of Normal Equations.”.
1:00:24Principal Component Analysis in MATLAB: Classification of crystals in a crystal population
A 60-minute video from vasanth2980: “Principal Component Analysis in MATLAB: Classification of crystals in a crystal population”.
57:52Regression analysis: Method of least squares - How to obtain normal equations (II order polynomial)
A 58-minute video from vasanth2980: “Regression analysis: Method of least squares - How to obtain normal equations (II order polynomial)”.
17:26Support Vector Machine (SVM) Essentials -Basic Pre-requisites
A 17-minute video from vasanth2980: “Support Vector Machine (SVM) Essentials -Basic Pre-requisites”.
24:31Support Vector Machine margin derivation and summary of the SVM algorithm
A 25-minute video from vasanth2980: “Support Vector Machine margin derivation and summary of the SVM algorithm”.
1:18:53Txy diagram and Flash Column - Example problems_solutions
A 79-minute video from vasanth2980: “Txy diagram and Flash Column - Example problems_solutions”.