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Merge branch 'master' of github.com:fastai/fastbook
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"We can now see some critically important things about training a deep learning model:\n",
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"We can now see some critically important things about training a deep learning model:\n",
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"\n",
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"\n",
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"- A model can not be created without data;\n",
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"- A model can not be created without data;\n",
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"- A model model can only learn to operate on the patterns seen in the input data used to train it;\n",
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"- A model can only learn to operate on the patterns seen in the input data used to train it;\n",
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"- This learning approach only creates *predictions*, not recommended *actions*;\n",
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"- This learning approach only creates *predictions*, not recommended *actions*;\n",
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"- It's not enough to just have examples of input data; we need *labels* for that data too (e.g. pictures of dogs and cats aren't enough to train a model; we need a label for each one, saying which ones are dogs, and which are cats).\n",
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"- It's not enough to just have examples of input data; we need *labels* for that data too (e.g. pictures of dogs and cats aren't enough to train a model; we need a label for each one, saying which ones are dogs, and which are cats).\n",
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"\n",
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"\n",
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