SiyaMathe (SiyaMathe) / Repositories

Building-A-Robust-End-to-End-ETL-Pipeline-for-World-Bank-Datasets-Data-Engineering-Project Public

This repository contains a hands-on tutorial demonstrating the creation of ETL pipelines with World Bank data (indicators and projects). It explores various data extraction methods (CSV, JSON, APIs…

dataengineering etl-pipeline datapreprocessing

1 Updated Apr 14, 2025
Leveraging-Pre-trained-CNNs-for-Efficient-Image-Classification-A-Transfer-Learning-Approach Public

Leveraged transfer learning with a pre-trained MobileNetV2 model (TensorFlow/Keras) for image classification of cats and dogs. Implemented data preprocessing pipelines, performed feature extraction…

deep-learning convolutional-neural-networks transfer-learning dataaugmentation

Jupyter Notebook 1 Updated Apr 11, 2025
Modern-Data-Architecture-Concepts Public

This project aims to provide a comprehensive overview of modern data architecture concepts, including data lakes, data meshes, cloud-based solutions, and real-time processing, and their application…

real-time agile nosql bigdata dataops cloud-computing datawarehousing

1 Updated Mar 10, 2025
Customer-Segmentation Public

This project focuses on performing customer segmentation using Principal Component Analysis (PCA) and K-Means clustering. The goal is to understand customer behaviors based on their demographic and…

machine-learning-algorithms pca-analysis cluster-analysis customer-segmentation

Jupyter Notebook 1 Updated Mar 9, 2025
Understanding-Pipelines-in-sklearn Public

This project demonstrates the use of Scikit-learn's Pipeline for streamlining machine learning workflows. It provides practical examples using various datasets (sinusoids, cancer, Titanic, and Iris…

pipeline sklearn

Jupyter Notebook Updated Mar 9, 2025
End-To-End-Supervised-Regression-Analysis-Pipeline Public

This project focuses on building a regression model to predict the burned area of forest fires using meteorological and spatiotemporal data. The dataset used covers forest fires in Portugal’s Monte…

machine-learning pipeline end-to-end supervised-learning regression-analysis

Jupyter Notebook 1 Updated Mar 9, 2025
Building-A-Scalable-Data-Architecture-With-Microservices Public

Explores the design and implementation of a modern, adaptable data infrastructure using microservices.

microservices big-data < 975D /a> etl data-engineering ingest-data ingestion-pipeline bigdatacloud

1 Updated Mar 8, 2025
FarmCentralERPModel Public

FarmCentral: An Enterprise Resource Planning (ERP) Model Developed with ASP.NET Web Forms

web-development full-stack asp-net-core resource-manager erp-application

ASP.NET 3 Updated Mar 8, 2025
A-Comparative-Study-of-ML-and-DL-Algorithms-for-Trading-Bot-Performance Public

The aim of this research project was to investigate the effectiveness of various machine and deep learning algorithms for trading bot development.

deep-learning fintech quantitative-finance algorithmic-trading tradingbot

Jupyter Notebook 1 Updated Mar 8, 2025
Amazon-User-Review-Sentiment-Analysis-using-RNNs-Text-classification Public

This project involved analyzing Amazon user reviews to determine the sentiment expressed (positive, negative, or neutral) using Recurrent Neural Networks (RNNs). The project leveraged deep learning…

natural-language-processing deep-learning sentiment-analysis text-classification lstm-neural-networks reccurent-neural-network

Jupyter Notebook Updated Mar 8, 2025
Real-Time-Anomaly-Detection-in-Video-Surveillance-With-Machine-Learning Public

This project focuses on using machine learning to detect unusual or unexpected events (anomalies) in video surveillance footage as they happen (real-time).

data-science real-time deep-learning pipeline mlops

1 Updated Mar 8, 2025
PDANA_SIYABULELA_MATHE Public

Updated May 28, 2023
DeweyDecimalManagementEducationSystem Public

C# Educational Dewey Decimal System game using advanced data structures that we learnt in our final year: lists, trees and dictionaries

csharp data-structures fullstack-development

C# Updated May 25, 2023
opsc7312 Public
Forked from iie-opsc/opsc7312

OPSC7312 Example Code

Java Updated Jul 5, 2020

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Siyabulela Monde Mathe SiyaMathe

Block or report SiyaMathe

Building-A-Robust-End-to-End-ETL-Pipeline-for-World-Bank-Datasets-Data-Engineering-Project Public

Leveraging-Pre-trained-CNNs-for-Efficient-Image-Classification-A-Transfer-Learning-Approach Public

Modern-Data-Architecture-Concepts Public

Customer-Segmentation Public

Understanding-Pipelines-in-sklearn Public

End-To-End-Supervised-Regression-Analysis-Pipeline Public

Building-A-Scalable-Data-Architecture-With-Microservices Public

FarmCentralERPModel Public

A-Comparative-Study-of-ML-and-DL-Algorithms-for-Trading-Bot-Performance Public

Amazon-User-Review-Sentiment-Analysis-using-RNNs-Text-classification Public

Real-Time-Anomaly-Detection-in-Video-Surveillance-With-Machine-Learning Public

PDANA_SIYABULELA_MATHE Public

DeweyDecimalManagementEducationSystem Public

opsc7312 Public