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*** Let's make this world a better place by using Machine Learning ***
M.Usman14@student.bradford.ac.uk | m.usman.uob@gmail.com | linkedin.com/in/usman-1 | https://github.com/musman2012/ml-data_science
Solar Flares Prediction for Sunspots Data
Solar Flares Prediction for Sunspots Data
The project uses Python to analyze sunspots data, correlates it to the solar flares to map what kind of sunspots can emit high intensity solar flares. [Pandas, NumPy, Seaborn]
Predicting State of Health in
Li-Ion Batteries
Predicting State of Health in
Li-Ion Batteries
Mining real-time data of an automobile company to analyze features influencing battery degradation and suggesting ways to improve them [Scikit-learn]
Breast Cancer Detection Using Neural Networks
Breast Cancer Detection Using Neural Networks
Used the UCI breast cancer dataset to classify malignant and benign cases using Neural Networks in MatLab
Skin Segmentation Fuzzy Inference System
Skin Segmentation Fuzzy Inference System
Using R,G,B intensities of a single pixel, supervised learning was applied to classify a given pixel in skin and non-skin binary classification
Mining NASA CRM Data
Mining NASA CRM Data
Applied data mining techniques including association rule mining on the NASA open data to see useful insights to it
Tanks Game with AI Agent
Tanks Game with AI Agent
Implemented Artificial Intelligence in Tanks game using Min-Max Algorithm on Decision Tree using MatLab
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