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The project uses a supervised machine learning model to predict with high accuracy whether a pump is functional or not. This has the potential to greatly improve access to clean water in Tanzania and other developing countries.

Home Page: https://medium.com/@fridahkimathi/water-pump-functionality-prediction-in-tanzania-38b6ba148cc6

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classification-model machine-learning python supervised-learning

water-pump-functionality-prediction-in-tanzania's Introduction

Hi there , I'm Fridah!

I am a data scientist with expertise in data analysis, visualization, and machine learning. My goal is to utilize these skills to drive impactful business outcomes in a collaborative and innovative environment. I thrive on continuous learning and development, and have experience developing predictive models using Scikit-Learn and Keras and working with SQL, Tableau, and Python for data preparation, analysis and visualization.

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html5  css3  mysql   sqlite   mongodb python  pandas   numpy   scikit-learn  tableau seaborn  Matplotlib  pyspark  tensorflow 

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