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3 Typos Updated lecture3-linear-regression.ipynb #14

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3 Typos Updated lecture3-linear-regression.ipynb #14

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6 changes: 3 additions & 3 deletions aml-book/contents/lecture3-linear-regression.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -1077,7 +1077,7 @@
}
},
"source": [
"This procedure yields a first concrete example of a supervised learning algorithm. The final weights returned by the above algorithm yield a model, which we can visualize below."
"This procedure yields the first concrete example of a supervised learning algorithm. The final weights returned by the above algorithm yield a model, which we can visualize below."
]
},
{
Expand Down Expand Up @@ -1576,7 +1576,7 @@
}
},
"source": [
"The above dataframe contains the parameters that minimize the mean squared error objective."
"The above data frame contains the parameters that minimize the mean squared error objective."
]
},
{
Expand Down Expand Up @@ -1856,7 +1856,7 @@
"\n",
"In this section, we are going to again load the UCI Diabetes Dataset. Recall that:\n",
"\n",
"* For each patient we have a access to a measurement of their body mass index (BMI) and a quantitative diabetes risk score (from 0-300). \n",
"* For each patient we have access to a measurement of their body mass index (BMI) and a quantitative diabetes risk score (from 0-300). \n",
"* We are interested in understanding how BMI affects an individual's diabetes risk."
]
},
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