Hi, I'm Ali.
I'm a Python developer with experience in Machine Learning and applied data analysis.
My work includes data preprocessing, feature engineering, model training, evaluation, and analysis across supervised and unsupervised learning tasks.
I focus on building reliable, interpretable models and understanding their behavior under different conditions.
Popular repositories Loading
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Churn-Prediction
Churn-Prediction PublicPredicting customer churn using machine learning (Logistic Regression, Random Forest, Gradient Boosting, Adaboost, SVM)
Python 2
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IMDB-Sentiment-Classification
IMDB-Sentiment-Classification PublicDetermine the IMDB comment class type
Python 2
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Country-Clustering-with-K-Means-CIA-World-Factbook-Data
Country-Clustering-with-K-Means-CIA-World-Factbook-Data PublicMachine learning project clustering countries based on socio-economic & demographic indicators using K-Means, iterative imputation & feature scaling.
Python 2
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DBSCAN-Based-Customer-Segmentation-Wholesale-Dataset
DBSCAN-Based-Customer-Segmentation-Wholesale-Dataset PublicA machine learning project for customer segmentation using the DBSCAN density-based clustering algorithm on the Wholesale Customers dataset. The project identifies purchasing patterns, detects outlβ¦
Python 2
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PCA-Based-Digit-Visualization-Dimensionality-Reduction
PCA-Based-Digit-Visualization-Dimensionality-Reduction PublicA complete exploration of the Handwritten Digits dataset using Principal Component Analysis (PCA), including pixel extraction, image reconstruction, feature scaling, 2D and 3D PCA projection, and cβ¦
Python 2
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Unsupervised-Health-Data-Analysis-using-NHANES-Dataset
Unsupervised-Health-Data-Analysis-using-NHANES-Dataset PublicThis project explores **machine learning techniques** to discover hidden patterns, latent health profiles, and population subgroups within large-scale medical survey data.
Python 2
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