IT Carlow Project Showcase: MSc in Data Science

Academic Year: 2019/2020

• Machine Learning for Network Traffic Detection and Prediction by Abdu Salah
• Using Deep Learning to Classify Stratocumulus Cloud Formations and Establish Relationships between Them and Weather Events by Abhishek Mandal
• Automating The Ingestion Of Data And Classification Of Documents in The Insurance Underwriting by Aditya Kathuria
• Customer risk micro segmentation for customer relation management by Aishwarya Mysore Ashwinkumar
• Use of analytics to identify potentially fraudulent insurance claims and building a model to detect the fraud in the early insurance lifecycle. by Arnab Roy
• Can data analysis models identify and explain the factors influencing passenger numbers on the Indian Railway System? by Ashwin V. Pillai
• Telecommunication Customer Churn Prediction using Machine Learning Models by Ganesh Prabhakaran
• Can Data Science Technologies Predict Insurance Claim Lifespan? by Hyder Ali Sheikh
• Comparative Analysis and Evaluation of the Visualisation of Wireless Sensor Data by James Murphy
• Topic Modelling For News Headlines Tag Recommendation by Jayashree Sreepadha Rao
• Improving The Architecture For The Malconv Model To Detect Malware by Juan Mesa
• Analysis And Extrapolation Of Future TV Show Success Using Predictive Inference by Keelin Cooney
• Fashion Trends Detector from Online Textual Data using Topic Modelling Algorithms by Mukesh M. Vadapalli
• Machine learning model to categorize physical activity based on job description by Nithin Kumar Nukala
• An Exploration of the Stratification of Irish Coastal and Estuarine Waters by Philippa Wilkes
• Can machine learning technologies predict the type of repair(s) in DNA for hemophilia-A patients? by Pranav Pramod Deogaonkar
• Market Basket Analysis For The Online Retail Industry by Ranjani Padmanabhan
• Apparel Similarity Recognition System Using Machine Learning by Rohith Sai Krishna Sriram
• Monitoring and predicting the incidence of Road Traffic Accidents in Real-Time. by Ruben G. Ametller Carreras
• Analysis of the use of Technology and Innovation in Movies: Case Study Analysis by Saurabh Mohan Kakade
• Using Machine Learning To Identify Different Species Of Timber, Using Images Of Face Grain And End Grain Timber, And Comparing The Results. by Sean W. Hennessy
• Using Deep Learning Algorithms For Bitcoin Price Prediction by Sidheswar Patra
• An Investigation Into Applying Machine Learning To Predict Cricket Match Results by Uday Varun Mahadeva
• Predicting Star Rating Based On User Reviews by Vinoth Shankar

Exemplar Dissertations

• Machine Learning in Dermatology: Using Convolutional Neural Networks to Classify Melanoma and other Skin Lesions.
• Pattern recognition of movement through Machine Learning - utilisation of Machine Learning to identify defined ballet dance positions in a ballet movement dictionary.