Browsing Thesis & Report, BSc (Computer Science and Engineering) by Subject "Data analysis"
Now showing items 1-8 of 8
-
Accuracy of data analysis on university student's major subject and job sector prediction using KNN and decision tree algorithm
(Brac University, 2021-09)The students are at a loss when it comes to choosing their major or field of work due to inefficient school system and decision making of the parents. This problem can be resolved to some extent by using classifiers. ... -
Agricultural yield and profit prediction using data analysis techniques
(2018-12)This research proposes a model that will enable us to predict the agricultural outcome of a country. The prediction will include the agricultural yield for the upcoming years as well as predict the profit margin for ... -
Exploring the barriers to access feminine healthcare among marginalized women in Bangladesh and design implications
(Brac University, 2023-05)In today’s era of information and technology for promoting and maintaining both physical and mental health, high-quality healthcare services are crucial. Telecommu- nications service creates an opportunity to close the ... -
Exploring the intersection of machine learning and explainable artificial intelligence: An analysis and validation of ML models through XAI for intrusion detection
(Brac University, 2023-01)The use of machine learning models has greatly enhanced the capability to rec ognize patterns and draw conclusions. However, due to their black-box nature, it can be difficult to comprehend the factors that affect their ... -
Finding ideal geographical location for businesses using machine learning technique
(Brac University, 2021-09)The world has become a place where the economy is at the epicenter of it all. World economic growth has paved the way for people to enrich their lives with all sorts of blessings. A major chunk of this shift in the world's ... -
Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
(Brac University, 2023-08)In order to reduce manpower and bottleneck in the inspection system of industrial garments, we explored the application of the YOLOv5 model using our very own dataset of defective clothing pieces. The economy of Bangladesh ... -
Secure data transaction and data analysis of IOT devices using blockchain
(BRAC University, 12/24/2017)The Internet of Things (IOT) is a network formed by electronic objects which have embedded sensors, software and network connectivity in them. They can collect and exchange and are prone to both cyber-attack and physical ... -
Sentiment analysis of customer reviews on food ordering portals of Bangladesh using natural language processing
(Brac University, 2023-09)In recent years, online food ordering services have gained popularity by providing customers with suitable and user-friendly platforms for ordering food from restaurants and receiving doorstep delivery. Foodpanda Bangladesh ...