Pinned Repositories
Austin-House-Prices
This repository contains the exploratory data analysis and prediction model for house prices in Austin, Texas using data collected between 2018 and 2021. The data analyses and model results would be of importance to all stakeholders in the Austin housing market.
Economic-Indicator-Data-Pipeline
This repository contains an ETL pipeline that collects economic indicator data on specified countries from several APIs, run with Jenkins in a dedicated environment.
Image-Classification
This repository contains projects that use models created from deep learning frameworks in image/object classification and detection tasks. Transfer Learning is also incorporated in some projects to improve the accuracy of these models.
Income-Level-Prediction
Exploratory Data Analysis and Classification Modelling of the Adult Income Dataset aka the Census Income Dataset
King-County-House-Prices
This repository contains the price prediction model for King County, Washington. The model results of this analysis would prove invaluable to stakeholders in the King County, WA housing market.
Loan-Approval-Prediction
This repository contains a Loan Approval Prediction Model. The model predicts the likelihood of loan approval based on applicant data. The model deployment is done using FastAPI to allow applicant data to be entered in order to obtain an approval prediction.
Multiclass-Obesity-Level-Prediction
This repository contains models that predict the obesity level of patients based on their eating/lifestyle habits and physical condition.
Nashville-Airbnb-Rentals
This repository contains the data analysis, visualization and price modelling of the Nashville AirBnB dataset to gain valuable insights and create a better understanding of the AirBnB ecosystem in Nashville, Tennessee for all stakeholders involved.
Text-Classification
This repository contains projects that classify texts using a variety of machine learning and deep learning models. The projects show use-cases of classifying text data through Natural Language Processing methods.
Weather-Gas-ETL-Pipeline
This repository contains a in ETL pipeline for collecting, transforming and storing hourly weather and atmospheric gas data. The pipeline leverages Docker containerization, AWS cloud infrastructure resources and is orchestrated using Apache-Airflow.
jibbs1703's Repositories
jibbs1703/Multiclass-Obesity-Level-Prediction
This repository contains models that predict the obesity level of patients based on their eating/lifestyle habits and physical condition.
jibbs1703/Austin-House-Prices
This repository contains the exploratory data analysis and prediction model for house prices in Austin, Texas using data collected between 2018 and 2021. The data analyses and model results would be of importance to all stakeholders in the Austin housing market.
jibbs1703/Economic-Indicator-Data-Pipeline
This repository contains an ETL pipeline that collects economic indicator data on specified countries from several APIs, run with Jenkins in a dedicated environment.
jibbs1703/Image-Classification
This repository contains projects that use models created from deep learning frameworks in image/object classification and detection tasks. Transfer Learning is also incorporated in some projects to improve the accuracy of these models.
jibbs1703/Income-Level-Prediction
Exploratory Data Analysis and Classification Modelling of the Adult Income Dataset aka the Census Income Dataset
jibbs1703/King-County-House-Prices
This repository contains the price prediction model for King County, Washington. The model results of this analysis would prove invaluable to stakeholders in the King County, WA housing market.
jibbs1703/Loan-Approval-Prediction
This repository contains a Loan Approval Prediction Model. The model predicts the likelihood of loan approval based on applicant data. The model deployment is done using FastAPI to allow applicant data to be entered in order to obtain an approval prediction.
jibbs1703/Nashville-Airbnb-Rentals
This repository contains the data analysis, visualization and price modelling of the Nashville AirBnB dataset to gain valuable insights and create a better understanding of the AirBnB ecosystem in Nashville, Tennessee for all stakeholders involved.
jibbs1703/Text-Classification
This repository contains projects that classify texts using a variety of machine learning and deep learning models. The projects show use-cases of classifying text data through Natural Language Processing methods.
jibbs1703/Weather-Gas-ETL-Pipeline
This repository contains a in ETL pipeline for collecting, transforming and storing hourly weather and atmospheric gas data. The pipeline leverages Docker containerization, AWS cloud infrastructure resources and is orchestrated using Apache-Airflow.