project
Predicting Temperature in London
Perform a machine learning experiment to find the best model that predicts the temperature in London!
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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
- 1Use MLflow to log training runs for a model that predicts mean temperature in London!
Folkert Stijnman
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ML Engineer
Machine Learning Engineer with 5+ years of expertise in fintech, logistics, and telecom. Specializes in developing scalable ML models, designing end-to-end pipelines, and deploying AI solutions to production, seamlessly aligning with business goals.