Climate change analytics

I'm looking for someone to work on a climate change related project which is split in two parts : descriptive and predictive analytics.

1st : A quantitative descriptive analysis of climate change situation.

The descriptive analysis of climate change situation is split into 3 steps :

[login to view URL] the data The first part is about getting publicly available weather data and about extracting relevant metrics from this data for countries to be defined.

[login to view URL] the data. The next step will focus on preparing the data in such a way that we can easily answer questions about average measures like temperature or wind speed per weather station and per country.

[login to view URL] insights. Finally in the last part we should be able to perform some descriptive analysis based on the prepared data that will show the climate change situation using Python & Tableau.

2nd : Studying the effect of climate change on specific topics

Purpose : Perform ML models to predict some of the impacts of climate change, using the temperature and other parameters

Example : Crop yield prediction, sea level, food production …

The deliverable should include the following :

Python notebooks

Results and models accuracy

Tableau Dashboards

PPT slides describing the methodology.

Habilidades: Python, Análise estatística, Machine Learning (ML), Tableau, Ciência de Dados

Sobre o Cliente:
( 0 comentários ) Casablanca, Morocco

ID do Projeto: #34404003

39 freelancers estão ofertando em média $215 nesse trabalho

(117 Comentários)

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