Predicting Road Accident Severity in Kenya Using Machine Learning

Local Chapter Nairobi, Kenya Chapter

Coordinated by Kenya ,

Status: Completed

Project Duration: 04 Aug 2023 - 15 Sep 2023

Open Source resources available from this project

Project background.

Kenya has an extensive road network that serves as a vital transportation infrastructure for both urban and rural areas. The country’s road network consists of national highways, major roads, secondary roads, and rural access roads. The road network plays a crucial role in facilitating the movement of people, goods, and services across the country.

Project plan.

  • Week 1

    Understanding the problem and the objectives of the project.

  • Week 2

    Data Collection

  • Week 3

    Data Preprocessing

  • Week 4

    Exploratory Data Analysis

  • Week 5

    Hotspot Identification

  • Week 6

    Accident Severity Modelling

  • Week 7

    Dashboard Development

  • Week 8

    Project Completion

Learning outcomes.

Enhance Problem-Solving Skills. Learn data manipulation techniques. Learn ML modelling techniques. Learn web development.

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