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Analysis of Neural Network Models in Image Segmentation
Build and analyse image segmentation models tuning parameters, evaluating the effect of image augmentation techniques on accuracy.
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Skills
Deep Learning, PyTorch, Segmentation, Diabetic Foot Ulcer's, Image Augmentation
Car Listings Data Exploration and Visualisation
Unveil relationships in Auto Trader car listings dataset using data analysis techniques in Python.
Python, Pandas, Visualisations,
Jupyter Notebooks
Computational Mathematics and Statistics Report
Completion of statistics report for Data Science MSc module.
R, Computational Maths, Statistics, Probability, ANOVA
Crunching Data for a London Relocation Problem
Simplified a relocation problem according to price and personal interests.
Python, APIs, Visualisations,
K-Means Clustering, Jupyter Notebooks,
Regression Solution to Car Listings Sale Price
Build and evaluate various machine learning models to predict car listing prices for Auto Trader UK dataset.
Python, Machine Learning, Regression,
Interpretability, Model Evaluation
Critical Evaluation of Data Ethics and Governance
Research of data ethics and governance practices as part of a group project.
Report Writing, Ethics, Data Governance
Classification of League of Legends match outcomes
Devised machine learning model using sports data to predict outcome with over 74% accuracy.
Machine Learning, Jupyter Notebooks
Analysing the Effects of Discounts on Profit
Visualised business data on sales and profit to identify problem customers/areas.
Tableau, Dashboard Presentation, Interactive Visualisation
Evaluation of Performance in Parallel Computing
Compare parallel and distributed computing methods (CPU vs GPU) evaluating maximum speedup efficiency.
ARCHER2, CUDA, C,
Statistical Solutions to Big Data Problems
Provide solution to hypothesis using big data libraries such as PySpark.
PySpark, Python, Jupyter
Analysis of Premier League Transfers
Established a link between attacking footballers performance and the countries they were signed from.
Tableau, Visualisations,
Storytelling