Teaching Material

Syllabus

Unit I: Partial Differentiation

Unit I Practice Question Bank

1. Partial Derivatives

2. Composite Function

3. Variable Treated as Constant

4. Euler's Theorem

5. Jacobian (explicit function)

6. Errors & Approximation

7. Maxima & Minima (two variables)

Syllabus

Unit I: Partial Differentiation

Syllabus

Unit I Statistics

SDAUR Presentation 

Unit I: Understanding the Data and Introduction to R 

Unit II Data Wrangling 

Attendance-NNFLC & SDAUR 2024-25

Unit I Architecture of Neural Network(pdf) 

Unit I Architecture of Neural Network (ppt)  

Unit II Neural Networks For Control 

MTE Question Papers

1. MTE 2021-22 SET A

2. MTE 2021-22 SET B 

3. MTE 2022-23 SET A

4. MTE 2022-23 SET B

Unit III Problem Solving-I 

Download MATLAB Video Tutorial 

Install MATLAB Video Tutorial 

Activation Functions-MATLAB Code 

Auto Associative Memory MATLAB Algorithm 

Hetero Associative Memory MATLAB Algorithm 

Unit IV Fundamentals of Fuzzy Logic 

Unit V Fuzzy Logic Control 

Unit VI Problem Solving II

1) Membership Functions:

           i) Tringular: https://in.mathworks.com/help/fuzzy/trimf.html

           ii) Trapozoidal : https://in.mathworks.com/help/fuzzy/trapmf.html

           iii) Sigmoidal : https://in.mathworks.com/help/fuzzy/sigmf.html

           iv) Gaussian : https://in.mathworks.com/help/fuzzy/gaussmf.html

2) Defuzzification Methods

(i) Center of Gravity (Centroid)

(ii) FOM, LOM & MOM (Middle, Smallest, and Largest of Maximum)

https://in.mathworks.com/help/fuzzy/defuzzification-methods.html?searchHighlight=defuzzification&s_tid=srchtitle_defuzzification_1 

3) Mamdani & Sugeno Inference System

https://in.mathworks.com/help/fuzzy/building-systems-with-fuzzy-logic-toolbox-software.html

Video Tutorial: https://youtu.be/qdeA6OO04ZI

Unit I Descriptive Statistics 

Unit II Regression Analysis 

Unit III Probability Distribution 

Unit IV Hypothesis Testing 

Examples of Z Test  & T Test 

Reference Books

1. Statistics for Business and Economics

2. Business Statistics

3. Probability and Statistics for Engineers and Scientists

4. Statistical Methods

Unit I Linear Differential Equation

Unit II Statistics

Unit III Probability Distribution

Unit IV Vector Differential Calculus

Unit V Fourier Transform

Unit VI Z Transform

Presentation

Unit I Matrices

Unit II Differential Calculus

Unit III Ordinary Differential Equation

Unit IV Linear Differential Equation

Combine MATLAB Codes

LAUC Question Bank