The Best Way to Prepare a Dataset Easily

Опубликовано: 05 Октябрь 2024
на канале: Siraj Raval
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In this video, I go over the 3 steps you need to prepare a dataset to be fed into a machine learning model. (selecting the data, processing it, and transforming it). The example I use is preparing a dataset of brain scans to classify whether or not someone is meditating.

The challenge for this video is here:
https://github.com/llSourcell/prepare...

Carl's winning code:
https://github.com/av80r/coaster_race...

Rohan's runner-up code:
https://github.com/rhnvrm/universe-co...

Come join other Wizards in our Slack channel:
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Dataset sources I talked about:
https://github.com/caesar0301/awesome...
https://www.kaggle.com/datasets
  / datasets  

More learning resources:
https://docs.microsoft.com/en-us/azur...
http://machinelearningmastery.com/how...
   • Machine Learning Prepare Data Tutoria...  
http://freecontent.manning.com/real-w...
http://docs.aws.amazon.com/machine-le...
http://paginas.fe.up.pt/~ec/files_111...

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