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...
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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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