💲 Predict whether income exceeds $50K/yr based on census data
An End to End Azure ML pipeline, predicting Adult income category from census data.
Future Ready Talent Project Submission.Using Azure ML Studio to predict the income of individuals, based on their age, race, education, residence city, etc. Used the adult census dataset
Critical evaluation of CTGAN for tabular data synthesis on UCI Adult Census, with rigorous metrics (Wasserstein, JSD, Frobenius, TSTR) and analysis of structural limitations on zero-inflated variables.
SUSTech CS311 Artificial Intelligence (H, Spring 2024) Project 3
Deep Learning project that predicts whether an individual earns more than $50K/year using the Adult Census dataset. Built with Keras, TensorFlow, Scikit-Learn, ANN architectures, regularization techniques, and hyperparameter tuning.
Exploratory Data Analysis of the Adult Census Income dataset using Python, Pandas, NumPy, Matplotlib and Seaborn.
Hands-on MLflow training project: sklearn pipelines, cross-validation tracking, model comparison, and champion model logging on the Adult Census dataset.
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