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Predicting Temperature in London

Perform a machine learning experiment to find the best model that predicts the temperature in London!

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1 Tasks1,500 XP

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Project Description

As the climate changes around the world, the ability to predict changing weather is becoming more and more important.

In this project you will work on predicting the mean temperature in London. You will import, preprocess, and explore historical weather data and automate the training and evaluation of multiple machine learning models. This will be setup in an automated workflow using functions, utilizing methods from sklearn and MLflow.

Project Tasks

  1. 1
    Use MLflow to log training runs for a model that predicts mean temperature in London!

Technologies

Python Python

Topics

Data ManipulationData VisualizationMachine Learning
Folkert Stijnman HeadshotFolkert Stijnman

ML Engineer

Graduate data scientist with expertise in machine learning and data science. Currently working on a freelance basis for a broad range of companies.
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