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Predicting Temperature in London
Perform a machine learning experiment to find the best model that predicts the temperature in London!
Start Project1 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
- 1Find the best model to predict temperatures in London!
Technologies
Python
Folkert Stijnman
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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.
George Boorman
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Curriculum Manager, DataCamp
George is a Curriculum Manager at DataCamp. He holds a PGDip in Exercise for Health and BSc (Hons) in Sports Science and has experience in project management across public health, applied research, and not-for-profit sectors. George is passionate about sports, tech for good, and all things data science.