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kithminrw committed May 6, 2024
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# Sphinx build info version 1
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
config: c11318ab65aac4f85752a4230b6b8499
config: 6ad556eebfa383ec70a8b4bf3b345ffb
tags: 645f666f9bcd5a90fca523b33c5a78b7
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# Welcome to Collection of notes on {ml-nn-zero2hero}
# Collection of notes on {ml-nn-zero2hero}

Welcome to this repository of Collection of notes on {ml.nn-zero2hero}. This repository includes notes and learnings following the [nn_zero_to_hero](https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ) guide by Andrej Karpathy and the open-source notebooks available on [Hands-On Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2](https://github.com/ageron/handson-ml3) by Aurelien Geron. Personally, I found these to be two of the best resources available on this subject, purely from an applied learning stand point. I should also look into getting a better theoretical background on the subject as well.

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## Section 10

```{tableofcontents}
```
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />

<title>Welcome to Collection of notes on {ml-nn-zero2hero} &#8212; Collection of notes on {ml.nn-zero2hero}</title>
<title>Collection of notes on {ml-nn-zero2hero} &#8212; Collection of notes on {ml.nn-zero2hero}</title>



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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1 current active">
<a class="reference internal" href="#">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<div id="jb-print-docs-body" class="onlyprint">
<h1>Welcome to Collection of notes on {ml-nn-zero2hero}</h1>
<h1>Collection of notes on {ml-nn-zero2hero}</h1>
<!-- Table of contents -->
<div id="print-main-content">
<div id="jb-print-toc">
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<div id="searchbox"></div>
<article class="bd-article">

<section class="tex2jax_ignore mathjax_ignore" id="welcome-to-collection-of-notes-on-ml-nn-zero2hero">
<h1>Welcome to Collection of notes on {ml-nn-zero2hero}<a class="headerlink" href="#welcome-to-collection-of-notes-on-ml-nn-zero2hero" title="Link to this heading">#</a></h1>
<section class="tex2jax_ignore mathjax_ignore" id="collection-of-notes-on-ml-nn-zero2hero">
<h1>Collection of notes on {ml-nn-zero2hero}<a class="headerlink" href="#collection-of-notes-on-ml-nn-zero2hero" title="Link to this heading">#</a></h1>
<p>Welcome to this repository of Collection of notes on {ml.nn-zero2hero}. This repository includes notes and learnings following the <a class="reference external" href="https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ">nn_zero_to_hero</a> guide by Andrej Karpathy and the open-source notebooks available on <a class="reference external" href="https://github.com/ageron/handson-ml3">Hands-On Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2</a> by Aurelien Geron. Personally, I found these to be two of the best resources available on this subject, purely from an applied learning stand point. I should also look into getting a better theoretical background on the subject as well.</p>
<p>Other resources include (but not limited to),</p>
<ul class="simple">
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</section>
<section id="section-10">
<h2>Section 10<a class="headerlink" href="#section-10" title="Link to this heading">#</a></h2>
</section>
<div class="toctree-wrapper compound">
<ul>
<li class="toctree-l1"><a class="reference internal" href="notebooks/01/01.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/02/02.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/03/03.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/04/04.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/05/05.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/06/06.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/07/07.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/08/08.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/09/09.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="notebooks/10/10.html">Collection of notes on {ml.nn-zero2hero}</a></li>
<li class="toctree-l1"><a class="reference internal" href="genindex.html">Index</a></li>
</ul>
</div>
</section>
</section>

<script type="text/x-thebe-config">
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<link rel="index" title="Index" href="../../genindex.html" />
<link rel="search" title="Search" href="../../search.html" />
<link rel="next" title="Section 1.1" href="NB_1_1.html" />
<link rel="prev" title="Welcome to Collection of notes on {ml-nn-zero2hero}" href="../../intro.html" />
<link rel="prev" title="Collection of notes on {ml-nn-zero2hero}" href="../../intro.html" />
<meta name="viewport" content="width=device-width, initial-scale=1"/>
<meta name="docsearch:language" content="en"/>
</head>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<i class="fa-solid fa-angle-left"></i>
<div class="prev-next-info">
<p class="prev-next-subtitle">previous</p>
<p class="prev-next-title">Welcome to Collection of notes on {ml-nn-zero2hero}</p>
<p class="prev-next-title">Collection of notes on {ml-nn-zero2hero}</p>
</div>
</a>
<a class="right-next"
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="../../intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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<ul class="nav bd-sidenav bd-sidenav__home-link">
<li class="toctree-l1">
<a class="reference internal" href="intro.html">
Welcome to Collection of notes on {ml-nn-zero2hero}
Collection of notes on {ml-nn-zero2hero}
</a>
</li>
</ul>
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execute:
execute_notebooks: off

# Define the name of the latex output file for PDF builds
latex:
latex_documents:
targetname: book.tex

# Add a bibtex file so that we can create citations
bibtex_bibfiles:
- references.bib

# Information about where it exists on the web
repository:
url: https://github.com/kithminrw/ml-nn-zero2hero/ # Online location
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# Welcome to Collection of notes on {ml-nn-zero2hero}
# Collection of notes on {ml-nn-zero2hero}

Welcome to this repository of Collection of notes on {ml.nn-zero2hero}. This repository includes notes and learnings following the [nn_zero_to_hero](https://www.youtube.com/playlist?list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ) guide by Andrej Karpathy and the open-source notebooks available on [Hands-On Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2](https://github.com/ageron/handson-ml3) by Aurelien Geron. Personally, I found these to be two of the best resources available on this subject, purely from an applied learning stand point. I should also look into getting a better theoretical background on the subject as well.

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## Section 10

```{tableofcontents}
```

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