Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Manylion Llyfryddiaeth
Prif Awduron:	Bhowmik, Prashanta, Islam, Md. Khaliful, Khan, Nabil Shartaj, Acharjee, Ananna
Awduron Eraill:	Nahim, Nabuat Zaman
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Machine learning Sofifa dataset Random forest regressor Linear regressor KNeighbors regressor Neural network Sports analytics CatBoost regressor LightGBM regressor Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/22753

Eitemau Tebyg

Early detection of chronic kidney disease using machine learning
gan: Abrar, Tahmid, et al.
Cyhoeddwyd: (2019)

Forecasting bitcoin price considering macro economic factors and media influence using bidirectional LSTM and random forest regressor as ensemble model
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Cyhoeddwyd: (2023)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
gan: Rabbi, Md. Nafis
Cyhoeddwyd: (2024)

Avoid a Fall or Fly Again : Turning Points of State Fragility /
gan: Akanbi, Olusegun Ayodele
Cyhoeddwyd: (2021)

Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
gan: Shruti, Abanti Chakraborty
Cyhoeddwyd: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
gan: Tasmeem, Sumaiya, et al.
Cyhoeddwyd: (2023)

Detecting online recruitment fraud by using machine learning
gan: Ghosh, Gitanjali, et al.
Cyhoeddwyd: (2021)

A machine learning approach to detect DeepFake videos
gan: Hassan, Md. Mahedi, et al.
Cyhoeddwyd: (2021)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

Learning a deep neural network for predicting phishing website
gan: Das, Robat, et al.
Cyhoeddwyd: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
gan: Alif, Al Amin, et al.
Cyhoeddwyd: (2019)

An efficient deep learning approach to classify white blood cells
gan: Turja, Afif Ibna Kadir Khan, et al.
Cyhoeddwyd: (2024)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
gan: Khilji, Ishfaque Qamar, et al.
Cyhoeddwyd: (2021)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Using deep learning algorithms to detect violent activities
gan: Ammar, S.M. Rojin, et al.
Cyhoeddwyd: (2019)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
gan: Hasan, Anita, et al.
Cyhoeddwyd: (2022)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
gan: Islam, Roman, et al.
Cyhoeddwyd: (2024)

Crowd source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2018)

An analysis of word sense disambiguation in Bangla and English using supervised learning and a deep neural network classifier
gan: Pasha, Maroof Ur Rahman
Cyhoeddwyd: (2016)

Heart disease prediction using techniques of classification in machine learning
gan: Afrose, Sadia, et al.
Cyhoeddwyd: (2021)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

An efficient ML approach to detect brain tumor using MRI images
gan: Muktadir, MD. Arafat, et al.
Cyhoeddwyd: (2024)

A machine learning approach to predict movie box-office success
gan: Quader, Nahid, et al.
Cyhoeddwyd: (2018)

Predicting peak performance of a cricket player using machine learning and data analytics
gan: Azam, Akif, et al.
Cyhoeddwyd: (2023)

A comparative performance analysis of accident anticipation with deep learning extractors
gan: Mostak, Alfi Mashab, et al.
Cyhoeddwyd: (2023)

Classification of retinal diseases from OCT images using deep learning models
gan: Mokarrom, Md Saif, et al.
Cyhoeddwyd: (2024)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

Visual object classification from fMRI data
gan: Newaz, Syed Mishar, et al.
Cyhoeddwyd: (2022)

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

Corn leaf disease detection using deep convolution neural network
gan: Rabbi, Rawhatur, et al.
Cyhoeddwyd: (2023)

Bangla grammar and spelling check using machine learning
gan: Ahmed, Foysal, et al.
Cyhoeddwyd: (2023)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

Towards solving perception based autonomous driving assistant system
gan: Hossain, Md. Arafat, et al.
Cyhoeddwyd: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
gan: Alam, Auninda, et al.
Cyhoeddwyd: (2021)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)