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Author: Asma Mushtaq

Well met guys! This is Asma Mushtaq, an Electrical Engineer and a Lecturer. I have completed Masters from UET Lahore and B.E from LCWU (Lahore College for Women University). When I say teaching is my passion then I really mean it. I have more than 10 years of teaching experience. During this tenure, I have taught many subjects: Embedded Systems Design, Microprocessor Based Systems, Electronic Devices and Circuits, Digital Logic Design, Numerical Analysis, Linear Algebra and Electromagnetic Field Theory. I have completed my Thesis in Machine Learning and Artificial Intelligence. My area of interest is inclined towards the automation, electronics and AI. I started the content creation two years back and now its my goal to bring out the best and provide the students from worldwide the valuable knowledge. you can contact me via email anytime for orders and queries [email protected]

Histogram Oriented Gradient (HOG)

May 27, 2025May 27, 2025 Asma Mushtaq
binned image in HOG

Histogram of Oriented Gradients (HOG) is a feature detection algorithm based on the image’s gradients. It is a classic approach for object detection in an image, e.g., a vehicle in the street, a pedestrian walking in the street, etc. Examples Read More …

blog, ComputingLeave a comment

Support Vector Machine (SVM) Algorithm

May 26, 2025May 27, 2025 Asma Mushtaq
SVM Algorithm

Support Vector Machine (SVM) is a supervised machine learning (ML) technique that is used for the classification as well as for regression. It works by finding the optimal hyperplane that best separates data points of different classes with the maximum Read More …

blogLeave a comment

Frequent Pattern Growth Algorithm

May 25, 2025 Asma Mushtaq
Frequent Pattern Growth Algorithm

The Frequent Pattern Growth (FP-Growth) algorithm is a highly efficient and popular algorithm for mining frequent itemsets from large transaction databases. It was proposed by Han, Pei, and Yin in 2000 as an improvement over the Apriori algorithm, primarily by Read More …

Electronic CircuitsLeave a comment

Applications of Apriori Algorithm

May 25, 2025 Asma Mushtaq
Apriori Algorithm

The Apriori Algorithm is a classic algorithm used in association rule mining and frequent itemset mining over transactional databases. It is particularly useful in market basket analysis, where the goal is to find relationships between items bought together. Key Concepts Read More …

ComputingLeave a comment

What is the Difference Between Machine Learning and Unlearning?

May 25, 2025May 25, 2025 Asma Mushtaq
Machine learning and machine unlearning

Introduction to Machine Learning Machine learning must be one of the fastest growing fields in computer science. It is not only that the data is continuously getting “bigger,” but also the theory to process it and turn it into knowledge. Read More …

Computing, Introduction to computingLeave a comment

Matrices Addition, Subtraction and Multiplication in Linear Algebra

May 23, 2025May 24, 2025 Asma Mushtaq
matrices addition, subtraction and multiplication

Introduction In linear algebra, matrices are rectangular arrays of numbers, and operations like addition, subtraction, and multiplication follow specific rules. Below, I’ll explain each operation clearly and concisely, assuming you’re familiar with basic matrix notation. Matrix Addition Definition: Two matrices Read More …

Linear Algebra, MathematicsLeave a comment

Applications of Digital Logic Design in Real Life

May 20, 2025 Asma Mushtaq

Airbag Deployment System in Modern Vehicles Airbag systems are critical safety components in modern vehicles. They are designed to deploy airbags within milliseconds of a collision to protect passengers. This precise, fast response is enabled by digital logic circuits. Digital Read More …

Digital Logic DesignLeave a comment

Principal Component Analysis | Dimensionality Reduction with Examples

May 18, 2025May 19, 2025 Asma Mushtaq
Principal Component Analysis

Introduction to Principal Component Analysis In this article, you will learn about in depth about the Principal Component Analysis (PCA) technique which is used for reducing the dimension of data while preserving the variance. It is actually the transformation of Read More …

Linear AlgebraLeave a comment

How to Find the Eigen Values and Eigen Vectors? Example

May 18, 2025May 18, 2025 Asma Mushtaq
Find Eigen Values and Eigen Vectors in

Introduction to eigen values and eigen vectors How to Find the Eigen Values and Eigen Vectors? explain with examples Eigen Values and Eigen Vectors has a great significance in many engineering problems specially in case of linear systems where we Read More …

Linear Algebraapplication of eigen values, eigen values, eigen vectors, power methodLeave a comment

Parallel Printer Interfacing with 8086/8088 Microprocessor

May 2, 2025May 5, 2025 Asma Mushtaq
Parallel Printer Interface

Introduction This article is about how to perform parallel printer interfacing with 8086/8088 microprocessor. In some applications, the microcomputer must synchronize the input or output of information to a peripheral device. Two examples of interfaces that may require a synchronized Read More …

ComputingLeave a comment

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