Tag: machine-learning
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Machine Learning for Mental State Decoding
This was my dissertation project submitted for the completion of MSc in Advanced Computer Science at the University of Sheffield. This project involved training predictive models to predict observable mental states from the measured brain activity. Brain activity refers to the blood flow in the neurons inside the brain which is collected as signals during…
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Emotion Recognition on E-Learning Community to Improve the Learning Outcomes Using Machine Learning Concepts: A Pilot Study
This was the paper published from the findings of mini-project facilitated as part of the curriculum in the senior year of SASTRA Deemed University. The project was done in collaboration with the peers in the department mentored by a faculty from the Department of Computer Science in the School of Computing. This project and hence…
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Predictive Maintenance of HVAC Systems
This was my first professional project executed during my employment at Gyandata Pvt Ltd., This was developed for a client in refrigeration industry. The role included performing consolidation and initial data analysis that helped in building and tuning machine learning models to help predict faults and failures of HVAC systems with a lead time of…