AI & ML Projects

Python Pandas NumPy Matplotlib Plotly Express Facebook Prophet (fbprophet) Scikit-learn CSV Datasets

This project focuses on predicting global COVID-19 cases for the next 30 days using Python and machine learning. It involves collecting and preparing worldwide COVID-19 confirmed cases and death...

Python PMU Data Real-time Analytics Machine Learning Pattern Recognition Power Systems Grid Monitoring Eskom Data Predictive Analytics Early Warning Systems ESI Framework Leon's Constant Mathematical Modeling Data Visualization Cloud Computing IoT Sensors API Integration Dashboard Development Alert Systems South African Power Grid

GridWatch is an AI-powered early warning system that detects voltage instability in power grids 5-15 minutes before traditional methods. Using the novel Exponential Stabilization Index (ESI)...

Python LangChain Meta Llama 3.1-405B IBM watsonx.ai Vector Databases Web Scraping (e.g. BeautifulSoup Requests) Pandas NumPy Retrieval-Augmented Generation (RAG) Prompt Engineering JSON API Integration

This project demonstrates how to build a Retrieval-Augmented Generation (RAG) system for web data using LangChain and Meta Llama 3.1-405B on IBM watsonx.ai. The system fetches content from web...

Python NumPy Pandas Linear Algebra Statistics Machine Learning Theory

Stanford CS229: Machine Learning (Lecture 1, Autumn 2018) by Prof. Andrew Ng — and summarizes the essential topics, concepts, and mathematical foundations covered. The page emphasizes the...

Python Pandas NumPy Scikit-learn Matplotlib Jupyter Notebooks

Waiter Tips Prediction with Machine Learning predicts the tip amount a waiter might receive based on factors like total bill, group size, time of day, and day of the week. Using Python, Pandas,...

Python Pandas NumPy Scikit-learn Gradient Boosting Regressor (GBR) Time Series Cross-Validation (TSCV) Matplotlib Seaborn Plotly Flask HTML CSS Render Hosting Git GitHub StandardScaler OneHotEncoder CSV-based data pipeline VS Code

InFoAnalytics is an AI-driven macroeconomic forecasting dashboard that predicts fiscal instability across African economies using machine learning. By analyzing time-series trends in government...

Python Pandas NumPy Scikit-learn Matplotlib Seaborn Plotly

This project aims to detect fraudulent online payment transactions using machine learning techniques. The dataset was cleaned, preprocessed, visualized, and multiple baseline models were trained...

Python 3.x NumPy Pandas scikit-learn Matplotlib Seaborn Jupyter Notebook

Chapter: Classification and Regression Using Supervised Learning In this chapter, we explore classification and regression techniques using supervised learning, where models learn from labeled...

Python Seabon Numpy

This project focuses on detecting fraudulent online payment transactions using machine learning. The dataset contains 284,808 transactions with 30 anonymized features, plus Amount, Time, and Class...