small update

Author: mhjensen

doc/pub/week14/html/week14-bs.html

@@ -401,14 +401,14 @@ <h2 id="what-is-quantum-machine-learning" class="anchor">What is Quantum Machine
 
 <!-- !split -->
 <h2 id="quantum-speedups-in-ml" class="anchor">Quantum Speedups in ML </h2>
-<p>\textbf{Why Quantum?}</p>
+<p>{\bf Why Quantum?}</p>
 <div class="panel panel-default">
 <div class="panel-body">
 <!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
 <ol>
-<li> \textbf{Quantum Parallelism:} Process multiple states simultaneously.</li>
-<li> \textbf{Quantum Entanglement:} Correlated states for richer information.</li>
-<li> \textbf{Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
+<li> {\bf Quantum Parallelism:} Process multiple states simultaneously.</li>
+<li> {\bf Quantum Entanglement:} Correlated states for richer information.</li>
+<li> {\bf Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
 </ol>
 </div>
 </div>
@@ -544,7 +544,7 @@ <h2 id="quantum-neural-networks-qnns" class="anchor">Quantum Neural Networks (QN
 <div class="panel panel-default">
 <div class="panel-body">
 <!-- subsequent paragraphs come in larger fonts, so start with a paragraph -->
-<p>\textbf{Parameterized Quantum Circuit:}</p>
+<p>{\bf Parameterized Quantum Circuit:}</p>
 $$
 U(\theta) = \prod_i R_y(\theta_i) \cdot CNOT \cdot R_x(\theta_i)
 $$

doc/pub/week14/html/week14-reveal.html

@@ -242,14 +242,14 @@ <h2 id="what-is-quantum-machine-learning">What is Quantum Machine Learning? </h2
 
 <section>
 <h2 id="quantum-speedups-in-ml">Quantum Speedups in ML </h2>
-<p>\textbf{Why Quantum?}</p>
+<p>{\bf Why Quantum?}</p>
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
 <p>
 <ol>
-<p><li> \textbf{Quantum Parallelism:} Process multiple states simultaneously.</li>
-<p><li> \textbf{Quantum Entanglement:} Correlated states for richer information.</li>
-<p><li> \textbf{Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
+<p><li> {\bf Quantum Parallelism:} Process multiple states simultaneously.</li>
+<p><li> {\bf Quantum Entanglement:} Correlated states for richer information.</li>
+<p><li> {\bf Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
 </ol>
 </div>
 </section>
@@ -384,7 +384,7 @@ <h2 id="quantum-neural-networks-qnns">Quantum Neural Networks (QNNs) </h2>
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
 <p>
-<p>\textbf{Parameterized Quantum Circuit:}</p>
+<p>{\bf Parameterized Quantum Circuit:}</p>
 <p>&nbsp;<br>
 $$
 U(\theta) = \prod_i R_y(\theta_i) \cdot CNOT \cdot R_x(\theta_i)

doc/pub/week14/html/week14-solarized.html

@@ -318,14 +318,14 @@ <h2 id="what-is-quantum-machine-learning">What is Quantum Machine Learning? </h2
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="quantum-speedups-in-ml">Quantum Speedups in ML </h2>
-<p>\textbf{Why Quantum?}</p>
+<p>{\bf Why Quantum?}</p>
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
 <p>
 <ol>
-<li> \textbf{Quantum Parallelism:} Process multiple states simultaneously.</li>
-<li> \textbf{Quantum Entanglement:} Correlated states for richer information.</li>
-<li> \textbf{Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
+<li> {\bf Quantum Parallelism:} Process multiple states simultaneously.</li>
+<li> {\bf Quantum Entanglement:} Correlated states for richer information.</li>
+<li> {\bf Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
 </ol>
 </div>
 
@@ -454,7 +454,7 @@ <h2 id="quantum-neural-networks-qnns">Quantum Neural Networks (QNNs) </h2>
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
 <p>
-<p>\textbf{Parameterized Quantum Circuit:}</p>
+<p>{\bf Parameterized Quantum Circuit:}</p>
 $$
 U(\theta) = \prod_i R_y(\theta_i) \cdot CNOT \cdot R_x(\theta_i)
 $$

doc/pub/week14/html/week14.html

@@ -395,14 +395,14 @@ <h2 id="what-is-quantum-machine-learning">What is Quantum Machine Learning? </h2
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="quantum-speedups-in-ml">Quantum Speedups in ML </h2>
-<p>\textbf{Why Quantum?}</p>
+<p>{\bf Why Quantum?}</p>
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
 <p>
 <ol>
-<li> \textbf{Quantum Parallelism:} Process multiple states simultaneously.</li>
-<li> \textbf{Quantum Entanglement:} Correlated states for richer information.</li>
-<li> \textbf{Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
+<li> {\bf Quantum Parallelism:} Process multiple states simultaneously.</li>
+<li> {\bf Quantum Entanglement:} Correlated states for richer information.</li>
+<li> {\bf Quantum Interference:} Constructive and destructive interference to enhance solutions.</li>
 </ol>
 </div>
 
@@ -531,7 +531,7 @@ <h2 id="quantum-neural-networks-qnns">Quantum Neural Networks (QNNs) </h2>
 <div class="alert alert-block alert-block alert-text-normal">
 <b></b>
 <p>
-<p>\textbf{Parameterized Quantum Circuit:}</p>
+<p>{\bf Parameterized Quantum Circuit:}</p>
 $$
 U(\theta) = \prod_i R_y(\theta_i) \cdot CNOT \cdot R_x(\theta_i)
 $$