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1. Network-Overload-Logistic-Regression-Classification Network-Overload-Logistic-Regression-Classification Public

   This is a complete machine learning project aimed at mitigating network overload cybersecurity attacks using a logistic regression classification algorithm. The dataset used as a template is provid…

   Jupyter Notebook

2. Data-Engineering-and-Analysis-City-Air-Quality-API-Extraction-Portfolio-Full-Project Data-Engineering-and-Analysis-City-Air-Quality-API-Extraction-Portfolio-Full-Project Public

   This project showcases a comprehensive Data Engineering portfolio. Here, you can explore database design and development, data management, analytics, visualisation, and targeted data manipulation t…

   Jupyter Notebook 1

3. EDA-Performance-Visualization EDA-Performance-Visualization Public

   A focused exploratory data analysis pipeline that ingests two student datasets, cleans and merges them, inspects score distributions by demographic groups, visualises performance, and performs non-…

   Jupyter Notebook 1

4. Data-Analysis-Non-Parametric-Testing- Data-Analysis-Non-Parametric-Testing- Public

   This Data Science project investigates the correlation between health conditions through statistical analysis, data visualisation, and predictive modelling techniques.

   Python 1

5. Machine-Learning-Income-Credit-Valuation-and-Visualization-Model-Training Machine-Learning-Income-Credit-Valuation-and-Visualization-Model-Training Public

   This project demonstrates an end-to-end machine learning pipeline for income prediction and credit risk assessment. The model estimates income, generates credit scores, evaluates lending risk expos…

   Jupyter Notebook 1

6. Big-Data-with-Apache-Spark- Big-Data-with-Apache-Spark- Public

   This project demonstrates a data engineering pipeline that processes HR employee attrition data using Apache Spark (PySpark) and loads the transformed data into a PostgreSQL database for analysis a…

   Jupyter Notebook 1