<?xml version="1.0" encoding="utf-8"?><feed xmlns="http://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="3.10.0">Jekyll</generator><link href="https://khaingnaing.github.io/feed.xml" rel="self" type="application/atom+xml" /><link href="https://khaingnaing.github.io/" rel="alternate" type="text/html" /><updated>2025-09-06T06:55:38+00:00</updated><id>https://khaingnaing.github.io/feed.xml</id><title type="html">Khaing’s Blog</title><entry><title type="html">AWS ML Certification Study Note</title><link href="https://khaingnaing.github.io/aws-ml-notes/" rel="alternate" type="text/html" title="AWS ML Certification Study Note" /><published>2025-09-05T11:33:37+00:00</published><updated>2025-09-05T11:33:37+00:00</updated><id>https://khaingnaing.github.io/aws-ml-note-part-1</id><content type="html" xml:base="https://khaingnaing.github.io/aws-ml-notes/"><![CDATA[<h1 id="about">About</h1>
<p>This blog documents my study progress for preparing to sit for <a href="https://aws.amazon.com/certification/certified-machine-learning-engineer-associate/">MLA-C01</a> - the AWS Certified Machine Learning Engineer - Associate. This certification tests the participant knowledge on 4 domains including:</p>

<table>
  <thead>
    <tr>
      <th>Domain</th>
      <th>% of Exam</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <td>Domain 1: Data Preparation for Machine Learning</td>
      <td>28</td>
    </tr>
    <tr>
      <td>Domain 2: Model Development</td>
      <td>26</td>
    </tr>
    <tr>
      <td>Domain 3: Deployment &amp; Orchestration of Machine Learning Workflows</td>
      <td>22</td>
    </tr>
    <tr>
      <td>Domain 4: Machine Learning Solution Monitoring, maintenance &amp; security</td>
      <td>24</td>
    </tr>
    <tr>
      <td><strong>Total</strong></td>
      <td>100</td>
    </tr>
  </tbody>
</table>

<h2 id="contents">Contents</h2>
<ol>
  <li><a href="/aws-ml-notes/data-ingestion/">Data Ingestion</a></li>
  <li><a href="/aws-ml-notes/storage/">Storage</a>
<!-- 3. [Processing](/aws-ml-notes/processing/) --></li>
</ol>]]></content><author><name></name></author><category term="AWS" /><category term="ML" /><category term="Certification" /><category term="Note" /><summary type="html"><![CDATA[About This blog documents my study progress for preparing to sit for MLA-C01 - the AWS Certified Machine Learning Engineer - Associate. This certification tests the participant knowledge on 4 domains including:]]></summary></entry><entry><title type="html">Welcome to my first blog!</title><link href="https://khaingnaing.github.io/study/2025/09/04/welcome-to-jekyll.html" rel="alternate" type="text/html" title="Welcome to my first blog!" /><published>2025-09-04T11:33:37+00:00</published><updated>2025-09-04T11:33:37+00:00</updated><id>https://khaingnaing.github.io/study/2025/09/04/welcome-to-jekyll</id><content type="html" xml:base="https://khaingnaing.github.io/study/2025/09/04/welcome-to-jekyll.html"><![CDATA[<p>This is my very first GitHub blog! I’ve always dreamed of having a space where I can share my journey on the internet, but I never took action—until now.</p>

<p>Here it goes! I hope to use this blog to document my learning, share insights, and maybe even sprinkle in a bit of fun along the way.</p>

<p>Please forgive my poor writing—this is all part of the journey, and I hope to improve over time.</p>]]></content><author><name></name></author><category term="Study" /><summary type="html"><![CDATA[This is my very first GitHub blog! I’ve always dreamed of having a space where I can share my journey on the internet, but I never took action—until now.]]></summary></entry></feed>