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Fielami Emmanuel David

Data Scientist at Explore AI

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About this project

In this project, worked with a Team of Data Scientist, and we were tasked to model the shortfall between the energy generated by means of fossil fuels and various renewable sources - for the country of Spain. The daily shortfall, which was referred to as the target variable, was modelled as a function of various city-specific weather features such as pressure, wind speed, humidity, etc. we were also required to perform feature engineering to ensure we accurately modeled Spain's three hourly shortfalls and deploying the model by running a web server API on a remote AWS EC2 instance


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