Engineering

Predicting Student Academic Performance using Machine Learning

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Abstract: This project focuses on predicting students’ academic performance by analyzing historical academic data and behavioral patterns. By leveraging machine learning techniques, the system forecasts grades or classifies students into performance categories such as high, medium, or low. The project assists educators in identifying students who may require additional support, enabling early interventions to enhance … Read more

Millimeter Wave Antenna for 5G Applications-Engineering Project

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The rapid advancement of 5G technology has driven demand for high-performance antennas that can operate in the millimeter-wave (mmWave) frequency band—particularly around 28 GHz. This project involves the design, simulation, and analysis of a microstrip patch antenna optimized for 5G mmWave applications. Millimeter Wave Antenna for 5G Applications.The antenna is designed and simulated using CST … Read more

Computer Science Engineering Project-Exploring E-Commerce Product Experience Based on the Fusion Sentiment Analysis Method

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This project focuses on analyzing customer reviews from e-commerce platforms by utilizing a fusion of sentiment analysis techniques. It integrates lexicon-based methods with machine learning classifiers and topic modeling to enhance the accuracy and depth of sentiment detection. The approach aims to extract meaningful insights into product experiences, enabling businesses to refine their offerings and … Read more

How To Build Engineering Projects

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Introduction Engineering projects are an essential part of every student’s academic journey, bridging the gap between theory and real-world applications. They allow students to apply their knowledge in solving practical problems while showcasing technical expertise, creativity, teamwork, and analytical thinking. Whether it’s a mini-project or a final-year project, following a systematic approach ensures success and … Read more

MEASUREMENT OF CURRENT USING CURRENT SENSORS

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CONTENTS ABSTRACT INTRODUCTION COMPONENTS BLOCK DIAGRAM CIRCUIT DIAGRAM ADVANTAGES ABSTRACT Current sensors are devices that measure electric current in a circuit and convert it into a signal for easy monitoring and analysis. They are essential in applications like power management, motor control, renewable energy systems, and industrial automation. Common types include Hall effect sensors, shunt … Read more

Smart Locking Systems An Arduino UNO-Based Security Solution

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Abstract: Security is an essential part of our daily lives, and to stay safe, strong security measures are a must. Traditionally, we have relied on metal locks to secure our doors. However, these old locking systems are no longer as safe as they once were—anyone with the right tools can break in, posing a serious … Read more

Internet Financial Fraud Detection Using a Distributed Big Data Approach with Node2vec

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Abstract The rapid growth of online transactions,of financial fraud has become a significant threat. Traditional detection methods and struggle to process massive, rapidly evolving datasets. This project proposes a scalable and accurate fraud detection system using a distributed big data framework integrated with Node2vec, a graph-based machine learning technique that captures relational and structural information … Read more

Exploring Machine Learning Algorithms to Find the Best Features for Predicting Modes of Childbirth.

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Machine Learning Algorithms.The global rise in cesarean deliveries often performed out of precaution rather than medical necessity highlights the need for objective decision-making tools in obstetrics. This study explores the application of machine learning algorithms to predict the mode of childbirth, distinguishing between vaginal normal and cesarean deliveries. By analyzing maternal and fetal health data, … Read more

LASER INTRUSION DETECTION Electrical Engineering Projects

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ABSTRACT The Laser Intrusion Detection System is an excellent entry point into electronic automation and security technology. This compact and practical project provides a reliable and efficient method of safeguarding specific areas using a laser-based monitoring setup. The fundamental concept is simple: a laser beam is projected across a path and received by a light … Read more

Shielded chat Encrypted communication-Computer Science Engineering project

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CHAPTER 1 INTRODUCTION 1.2 Objectives The objectives of the Shielded Chat project are as follows: 1.3 Scope of the Project The scope of Shielded Chat is to develop a web-based front-end messaging platform that encrypts and decrypts text messages using classical cipher techniques. The goal is to deliver a proof-of-concept application demonstrating how secure communication … Read more