Updated the introduction
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@@ -268,7 +268,7 @@
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"metadata": {},
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"source": [
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"$$\n",
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"y = 10x+0.01N(0,1),\n",
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"y = 10x+0.01 \\times N(0,1),\n",
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"$$"
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]
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},
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@@ -283,7 +283,7 @@
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"long run. Here we have only defined the training data and our model, and \n",
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"have not discussed a more rigorous approach to the **cost** function.\n",
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"\n",
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"We need more rigorous criteria in defining whether we have succeed or\n",
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"We need more rigorous criteria in defining whether we have succeeded or\n",
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"not in modeling our training data. You will be surprised to see that\n",
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"many scientists seldomly venture beyond this 'by the eye' approach. A\n",
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"standard approach for the *cost* function is the so-called $\\chi^2$\n",
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