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
- 1
Week 1
Data collection
- 2
Week 2
Data Preprocessing
- 3
Week 3
Feature Engineering
- 4
Week 4
Data visualization
- 5
Week 5
Building Machine Learning Models
What you'll learn
Data collection, Data Preprocessing, Feature Engineering, Data visualization, Building Machine Learning Models