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Expand Down Expand Up @@ -776,7 +778,7 @@ <h3>Standard Library Highlights<a class="headerlink" href="#standard-library-hig
</div>
</div>
<div class="cell_output docutils container">
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.028972567226124957
<div class="output text_plain highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>0.6508227309087278
</pre></div>
</div>
</div>
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</div>
</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-01-29 07:26:48.380253
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>2024-01-30 09:22:01.276254
</pre></div>
</div>
</div>
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</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>What is the capital of France?
a. Paris
b. Rome
c. London
a. London
b. Paris
c. Rome
</pre></div>
</div>
<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
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</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>What is the capital of France?
a. London
a. Rome
b. Paris
c. Rome
c. London
</pre></div>
</div>
<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
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</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>What is the capital of France?
a. Rome
a. Paris
b. London
c. Paris
c. Rome
</pre></div>
</div>
<div class="output traceback highlight-ipythontb notranslate"><div class="highlight"><pre><span></span><span class="gt">---------------------------------------------------------------------------</span>
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</div>
<div class="cell_output docutils container">
<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>What is the capital of France?
a. Paris
b. Rome
a. Rome
b. Paris
c. London
</pre></div>
</div>
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<ul class="nav bd-sidenav">
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Expand Down Expand Up @@ -739,15 +741,15 @@ <h3>Matrix Dot Product (Element-wise Product):<a class="headerlink" href="#matri
[[ 38 50]
[ 83 113]]

[[ 93 92 78 91]
[ 65 51 44 36]
[120 82 83 66]
[108 74 76 52]]
[[ 18 33 121 59]
[ 60 31 68 89]
[ 36 43 132 78]
[ 38 45 103 57]]

[[ 74 78 92 74]
[ 68 33 74 31]
[ 91 76 103 64]
[100 70 110 69]]
[[ 77 89 48 52]
[109 72 36 58]
[ 65 65 36 33]
[ 87 95 52 53]]
</pre></div>
</div>
</div>
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Expand Down Expand Up @@ -593,7 +595,7 @@ <h4>Step 1: Import Necessary Libraries<a class="headerlink" href="#step-1-import
</div>
</div>
<div class="cell_output docutils container">
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_148464/584559657.py:3: DeprecationWarning:
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_237581/584559657.py:3: DeprecationWarning:
Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),
(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)
but was not found to be installed on your system.
Expand Down Expand Up @@ -660,7 +662,7 @@ <h4>Step 3: Understanding Distributions<a class="headerlink" href="#step-3-under
</div>
</div>
<div class="cell_output docutils container">
<img alt="../_images/b63ac6f1c346a37d4c9b5f6b2beb867291b424fff549f41528576a8ebe98007f.png" src="../_images/b63ac6f1c346a37d4c9b5f6b2beb867291b424fff549f41528576a8ebe98007f.png" />
<img alt="../_images/9239cf149dff59ff38d351ff926223010fb8551c6f5fa5166e60f27a8a9386e7.png" src="../_images/9239cf149dff59ff38d351ff926223010fb8551c6f5fa5166e60f27a8a9386e7.png" />
</div>
</div>
<p><strong>Binomial Distribution Example</strong></p>
Expand All @@ -680,7 +682,7 @@ <h4>Step 3: Understanding Distributions<a class="headerlink" href="#step-3-under
</div>
</div>
<div class="cell_output docutils container">
<img alt="../_images/973c05605e4407d03117eb8668d22802aba5e50872ff991cd2a522591d987fbf.png" src="../_images/973c05605e4407d03117eb8668d22802aba5e50872ff991cd2a522591d987fbf.png" />
<img alt="../_images/95c79f53523d1b9783ae4165a7fd293f44bf5c1ec13b96e0683169676e70c07c.png" src="../_images/95c79f53523d1b9783ae4165a7fd293f44bf5c1ec13b96e0683169676e70c07c.png" />
</div>
</div>
<p><strong>Poisson Distribution Example</strong></p>
Expand All @@ -700,7 +702,7 @@ <h4>Step 3: Understanding Distributions<a class="headerlink" href="#step-3-under
</div>
</div>
<div class="cell_output docutils container">
<img alt="../_images/4e87df33e5462df633db2b7b3ed7111f3e20a8646e86a404e369b3186da83e8e.png" src="../_images/4e87df33e5462df633db2b7b3ed7111f3e20a8646e86a404e369b3186da83e8e.png" />
<img alt="../_images/f471f48523b4b750801da5035d60e32b3d9fa7f967a86460fac3a817493a2910.png" src="../_images/f471f48523b4b750801da5035d60e32b3d9fa7f967a86460fac3a817493a2910.png" />
</div>
</div>
</section>
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Expand Down Expand Up @@ -596,7 +598,7 @@ <h3>Setup for Activities<a class="headerlink" href="#setup-for-activities" title
</div>
</div>
<div class="cell_output docutils container">
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_148499/2223182689.py:3: DeprecationWarning:
<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_237615/2223182689.py:3: DeprecationWarning:
Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),
(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)
but was not found to be installed on your system.
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</ul>
</li>
</ul>
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