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diff --git a/units/unit1-intro.pdf b/units/unit1-intro.pdf
diff --git a/units/unit10-linalg.pdf b/units/unit10-linalg.pdf
diff --git a/units/unit2-dataTech.pdf b/units/unit2-dataTech.pdf
diff --git a/units/unit3-bash.pdf b/units/unit3-bash.pdf
diff --git a/units/unit4-goodPractices.pdf b/units/unit4-goodPractices.pdf
diff --git a/units/unit5-programming.pdf b/units/unit5-programming.pdf
diff --git a/units/unit6-parallel.pdf b/units/unit6-parallel.pdf
diff --git a/units/unit7-bigData.pdf b/units/unit7-bigData.pdf
diff --git a/units/unit8-numbers.pdf b/units/unit8-numbers.pdf
diff --git a/units/unit9-sim.html b/units/unit9-sim.html
@@ -643,13 +643,13 @@ <h3 class="anchored" data-anchor-id="sequential-congruential-generators">Sequent
 <span id="cb5-3"><a href="#cb5-3" aria-hidden="true" tabindex="-1"></a>plt.subplot(<span class="dv">2</span>, <span class="dv">2</span>, <span class="dv">4</span>)</span>
 <span id="cb5-4"><a href="#cb5-4" aria-hidden="true" tabindex="-1"></a>plt.hist(uFromNP, bins<span class="op">=</span><span class="dv">25</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
-<pre><code>(array([ 5.,  3.,  2.,  2.,  6.,  3.,  2., 10.,  3.,  2.,  5.,  7.,  4.,
-        3.,  6.,  4.,  4.,  4.,  3.,  5.,  4.,  0.,  7.,  1.,  5.]), array([0.01856533, 0.05655676, 0.09454819, 0.13253961, 0.17053104,
-       0.20852247, 0.2465139 , 0.28450533, 0.32249675, 0.36048818,
-       0.39847961, 0.43647104, 0.47446247, 0.51245389, 0.55044532,
-       0.58843675, 0.62642818, 0.66441961, 0.70241103, 0.74040246,
-       0.77839389, 0.81638532, 0.85437675, 0.89236817, 0.9303596 ,
-       0.96835103]), &lt;BarContainer object of 25 artists&gt;)</code></pre>
+<pre><code>(array([ 3.,  2.,  7.,  3.,  3.,  3.,  6.,  8.,  3.,  3.,  6.,  4.,  1.,
+        2.,  2.,  3.,  7.,  9.,  5.,  2.,  1.,  2., 11.,  2.,  2.]), array([0.00368613, 0.04298716, 0.08228819, 0.12158922, 0.16089025,
+       0.20019128, 0.23949232, 0.27879335, 0.31809438, 0.35739541,
+       0.39669644, 0.43599747, 0.4752985 , 0.51459954, 0.55390057,
+       0.5932016 , 0.63250263, 0.67180366, 0.71110469, 0.75040573,
+       0.78970676, 0.82900779, 0.86830882, 0.90760985, 0.94691088,
+       0.98621191]), &lt;BarContainer object of 25 artists&gt;)</code></pre>
 </div>
 <div class="sourceCode cell-code" id="cb7"><pre class="sourceCode python code-with-copy"><code class="sourceCode python"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a>plt.xlabel(<span class="st">"Value"</span>)<span class="op">;</span> plt.ylabel(<span class="st">"Frequency"</span>)</span>
 <span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a></span>

diff --git a/units/unit9-sim.pdf b/units/unit9-sim.pdf