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<h1><a href="http://pmlg.github.io"></a></h1>
<h2>Perth's Machine Learning Group</h2>
<p> We are a group of students, industry professionals, entrepreneurs and curious individuals studying machine learning. We run beginner and advanced sessions every Thursday from 6-8pm at Flux, 191 St George's Terrace.</p>
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<h3>Links</h3>
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<li><a href="https://groups.google.com/d/forum/perthdeeplearners" target="_blank">Join Our Mailing List</a></li>
<li><a href="http://course.fast.ai/" target="_blank">Deep Learning Course Material</a></li>
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<h2><a href="http://pmlg.github.io/deep-networks-for-financial-markets.html#deep-networks-for-financial-markets">Deep Networks for Financial Markets</a></h2>
<p>
Posted on Thu 18 May 2017 in <a href="http://pmlg.github.io/category/events.html">events</a>
</p>
</header>
<div>
<p>Last week we heard from Sarada on her tips for how to get started with
deep learning and getting the most out of the fast.ai course. That was
followed by Darcy who explored using a Seq2Seq model for fungal gene sequencing.</p>
<p>This week we looked at financial modelling, being …</p>
<br>
<a class="btn" href="http://pmlg.github.io/deep-networks-for-financial-markets.html#deep-networks-for-financial-markets"> Continue reading
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<h2><a href="http://pmlg.github.io/lesson-7-and-group-poll.html#lesson-7-and-group-poll">Lesson 7 and Group Poll</a></h2>
<p>
Posted on Thu 11 May 2017 in <a href="http://pmlg.github.io/category/events.html">events</a>
</p>
</header>
<div>
<p>Last week we had a great turn out, with 15 people attending. In the
beginner session we explored the basics of CNN's as well as looking
into the implementation of VGG from
the <a href="http://course.fast.ai">fast.ai</a> course. While in the advanced
session we finally finished RNN's.</p>
<p>We also discussed doing a …</p>
<br>
<a class="btn" href="http://pmlg.github.io/lesson-7-and-group-poll.html#lesson-7-and-group-poll"> Continue reading
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<article>
<header>
<h2><a href="http://pmlg.github.io/rnns-and-jupyter-notebook-hints.html#rnns-and-jupyter-notebook-hints">RNN's and Jupyter Notebook Hints</a></h2>
<p>
Posted on Thu 27 April 2017 in <a href="http://pmlg.github.io/category/events.html">events</a>
</p>
</header>
<div>
<p>This week in the beginner session we explored some tips and tricks for
getting the most out of Jupyter Notebook. We also looked at how to
answer the question, "what libraries are even installed".</p>
<p>In the advanced hour we continued our exploration of RNN's. We
examined how you can produce …</p>
<br>
<a class="btn" href="http://pmlg.github.io/rnns-and-jupyter-notebook-hints.html#rnns-and-jupyter-notebook-hints"> Continue reading
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<h2><a href="http://pmlg.github.io/catchup-summary.html#catchup-summary">Catchup Summary</a></h2>
<p>
Posted on Thu 20 April 2017 in <a href="http://pmlg.github.io/category/events.html">events</a>
</p>
</header>
<div>
<p>This week in the Perth Deep Learning Group we finished off exploring the concepts of
Batch Normalization, Drop-out and Activation functions.</p>
<p>In the advanced section we examined how Recurrent Neural networks work by exploring
the first parts of the Lesson 6 notebooks.</p>
<br>
<a class="btn" href="http://pmlg.github.io/catchup-summary.html#catchup-summary"> Continue reading
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