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Your awesome tutorial really helped me to get started with the tensorflow API - beast.
I have just a minor suggestion:
Instead of using csvreader and json conversion to deal with the csv files, why don't you use the convenient and powerful pandas cv reader ? It would help to focus on the core subject of the tutorial and provide additional statistical functionality to analyse and visualise aspects of the dataset.
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