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1. Bias-Detection-in-Recruitment-Using-ML Bias-Detection-in-Recruitment-Using-ML Public

   This project applies machine learning to detect bias in recruitment decisions, analyzing gender disparities using fairness metrics like Disparate Impact and Statistical Parity Difference, with resu…

   Python 67 16

2. Air-Quality-Index-Prediction-Using-ML-and-IoT-Sensor-Data Air-Quality-Index-Prediction-Using-ML-and-IoT-Sensor-Data Public

   This project simulates IoT sensor data to predict Air Quality Index (AQI) using machine learning. It generates synthetic datasets, computes AQI, trains multiple models, and provides evaluation metr…

   Python 65 1

3. Predicting-Depression-from-Social-Media-Activity Predicting-Depression-from-Social-Media-Activity Public

   This project uses synthetic social media data to model and predict depression risk through machine learning. It combines behavioral patterns and text-based features, trains classification models, a…

   Python 64

4. Predictive-Modeling-for-Training-Effectiveness Predictive-Modeling-for-Training-Effectiveness Public

   This project builds a predictive model to evaluate training effectiveness using employee data, training hours, methods, and performance. It applies machine learning to optimize training strategies …

   Python 54 2

5. Predicting-Groundwater-Iron-Concentration-from-Borehole-Data Predicting-Groundwater-Iron-Concentration-from-Borehole-Data Public

   This study aimed to model and predict iron concentrations in groundwater within Yenagoa, Bayelsa State, Nigeria, using machine learning techniques. It focused on evaluating spatial variability and …

   69 38

6. Data-driven-assessment-of-soil-heavy-metal-contamination-Rivers-State-Nigeria-using-multivariate- Data-driven-assessment-of-soil-heavy-metal-contamination-Rivers-State-Nigeria-using-multivariate- Public

   This study leverages data science methodologies to quantitatively assess soil contamination in Joinkrama, Ahoada West LGA, Rivers State, Nigeria. Employing a structured geospatial and statistical p…

   Python 59 1