Addressing the Issue of Pipe-Borne Water Availability in Lagos, Nigeria

Start Date: August 20, 2022 | 4 years ago

Challenge Background

Inadequate pipe-borne water supply in Lagos, Nigeria, can be attributed to leakages in pipes, a poor road water supply network system, and a lack of maintenance culture.

The Problem

Impact:

To investigate issues with and potential remedies for pipe-borne water access.
To assist the government in redesigning the best road network for the pipe-borne water network system.
To assist the government in locating pipe-borne water leaks in the water supply network.

Goal of the Project

Recognizing the difficulties in providing pipe-borne water.
Identifying areas with/without access to pipe-borne water.
Understanding the road network to access the pipe-borne water system.
Identifying potential solutions for pipe-borne transportation system

Project Timeline

Data collection

Data Preprocessing

Feature Engineering

Data visualization

Building Machine Learning Models

What you'll learn

Data collection, Data Preprocessing, Feature Engineering, Data visualization, Building Machine Learning Models

First Omdena Local Chapter Project?

Beginner-friendly, but also welcomes experts

Education-focused

Duration: 4 to 8 weeks

Open-source

Your Benefits

Address a significant real-world problem with your skills

Build your project portfolio

Access paid projects (as an Omdena Top Talent)

Get hired at top organizations

Requirements

Good English

Suitable for AI/ Data Science beginners but also more senior collaborators

Learning mindset

Application Form

Application Closed.