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predictive-analysis

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Inmarsat and Rwanda Mountain Tea (RMT) Limited collaborated to test LoRaWAN IoT devices within the latter's factory premises to supplement the tea processing criteria with the main aim of producing customer desired tea grades. In this phase of the project, we deployed an IoT framework and proof of concept solution to supplement the human sensory…

  • Updated Jan 5, 2018
  • JavaScript

A used car online selling company in the USA is in the process of updating their car price assessment method where they want to apply a data driven technique. The trial dataset consists of 25 variables describing 23531 car sales from 2019 to 2020. The management is very keen to apply predictive modelling for this task where the trail data set is…

  • Updated Apr 26, 2022
  • R

Provided valuable data insights for strategic planning on furniture and home furnishings products by carrying out exploratory data analysis using Excel and PowerBI. Finally provided predictive analysis using Holt-Winters model with R programming language in well documented reports.

  • Updated Nov 9, 2020
  • R

This project predicts flight delays using machine learning. It analyzes various factors such as weather, airline data, airport congestion, and flight capacity. With an accuracy of 80%, the model provides insights into key delay causes, helping improve flight scheduling and passenger experience.

  • Updated Sep 30, 2024
  • Jupyter Notebook

Cab Investment Strategy in the US examines market trends, customer demographics, and profitability for Pink Cab and Yellow Cab, offering insights to guide strategic investment decisions through data analysis, visualizations, and forecasting.

  • Updated Oct 27, 2024
  • Jupyter Notebook

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