last version for lecture

Author: mhjensen

doc/pub/week37/html/._week37-bs005.html

@@ -359,7 +359,7 @@ <h2 id="gradient-descent-example" class="anchor">Gradient descent example </h2>
 \end{bmatrix}.
 $$
 
-<p>The cost/loss/risk function is given by (</p>
+<p>The cost/loss/risk function is given by </p>
 $$
 C(\theta) = \frac{1}{n}||X\theta-\mathbf{y}||_{2}^{2} = \frac{1}{n}\sum_{i=1}^{100}\left[ (\theta_0 + \theta_1 x_i)^2 - 2 y_i (\theta_0 + \theta_1 x_i) + y_i^2\right] 
 $$

doc/pub/week37/html/week37-reveal.html

@@ -304,7 +304,7 @@ <h2 id="gradient-descent-example">Gradient descent example </h2>
 $$
 <p>&nbsp;<br>
 
-<p>The cost/loss/risk function is given by (</p>
+<p>The cost/loss/risk function is given by </p>
 <p>&nbsp;<br>
 $$
 C(\theta) = \frac{1}{n}||X\theta-\mathbf{y}||_{2}^{2} = \frac{1}{n}\sum_{i=1}^{100}\left[ (\theta_0 + \theta_1 x_i)^2 - 2 y_i (\theta_0 + \theta_1 x_i) + y_i^2\right] 

doc/pub/week37/html/week37-solarized.html

@@ -405,7 +405,7 @@ <h2 id="gradient-descent-example">Gradient descent example </h2>
 \end{bmatrix}.
 $$
 
-<p>The cost/loss/risk function is given by (</p>
+<p>The cost/loss/risk function is given by </p>
 $$
 C(\theta) = \frac{1}{n}||X\theta-\mathbf{y}||_{2}^{2} = \frac{1}{n}\sum_{i=1}^{100}\left[ (\theta_0 + \theta_1 x_i)^2 - 2 y_i (\theta_0 + \theta_1 x_i) + y_i^2\right] 
 $$

doc/pub/week37/html/week37.html

@@ -482,7 +482,7 @@ <h2 id="gradient-descent-example">Gradient descent example </h2>
 \end{bmatrix}.
 $$
 
-<p>The cost/loss/risk function is given by (</p>
+<p>The cost/loss/risk function is given by </p>
 $$
 C(\theta) = \frac{1}{n}||X\theta-\mathbf{y}||_{2}^{2} = \frac{1}{n}\sum_{i=1}^{100}\left[ (\theta_0 + \theta_1 x_i)^2 - 2 y_i (\theta_0 + \theta_1 x_i) + y_i^2\right] 
 $$