<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Data Science Blog</title><link>https://naeem-bebit.github.io/</link><description>Recent content on Data Science Blog</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Mon, 05 Oct 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://naeem-bebit.github.io/index.xml" rel="self" type="application/rss+xml"/><item><title>Graph RAG: Adding Structure to Retrieval</title><link>https://naeem-bebit.github.io/posts/graph-rag/</link><pubDate>Mon, 05 Oct 2026 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/posts/graph-rag/</guid><description>How knowledge graphs improve retrieval-augmented generation</description></item><item><title>Docker and Kubernetes</title><link>https://naeem-bebit.github.io/docker/</link><pubDate>Mon, 25 Sep 2023 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/docker/</guid><description>An introduction to Docker in Data Science</description></item><item><title>Python Unit Test</title><link>https://naeem-bebit.github.io/unitest/</link><pubDate>Fri, 15 May 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/unitest/</guid><description>Why unit test for Python</description></item><item><title>Bash</title><link>https://naeem-bebit.github.io/bash/</link><pubDate>Wed, 13 May 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/bash/</guid><description>&lt;h2 id="wip-bash"&gt;WIP Bash&lt;/h2&gt;
&lt;p&gt;&lt;code&gt;echo&lt;/code&gt; print
&lt;code&gt;&amp;amp;&amp;amp;&lt;/code&gt; and
&lt;code&gt;;&lt;/code&gt; both command in the same line will
&lt;code&gt;||&lt;/code&gt; or
exit codes
&lt;code&gt;$&lt;/code&gt; last commands
&lt;code&gt;./&lt;/code&gt; current directory
Ex.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;echo &lt;span style="color:#e6db74"&gt;&amp;#34;Hello world&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&amp;gt; Hello world
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;echo $?
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&amp;gt; &lt;span style="color:#ae81ff"&gt;0&lt;/span&gt; &lt;span style="color:#75715e"&gt;#exit codes successful&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&amp;gt; &lt;span style="color:#ae81ff"&gt;1&lt;/span&gt; &lt;span style="color:#75715e"&gt;#exit codes not successful anything is not 0&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Command substitution&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;var_1&lt;span style="color:#f92672"&gt;=&lt;/span&gt;&lt;span style="color:#66d9ef"&gt;$(&lt;/span&gt;&lt;span style="color:#e6db74"&gt;&amp;#34;Test&amp;#34;&lt;/span&gt;&lt;span style="color:#66d9ef"&gt;)&lt;/span&gt; &lt;span style="color:#75715e"&gt;# no space&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;var_2&lt;span style="color:#f92672"&gt;=&lt;/span&gt;&lt;span style="color:#e6db74"&gt;${&lt;/span&gt;Test2&lt;span style="color:#e6db74"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;echo &lt;span style="color:#e6db74"&gt;&amp;#34;test &lt;/span&gt;$var_1&lt;span style="color:#e6db74"&gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;echo &lt;span style="color:#e6db74"&gt;&amp;#34;test &lt;/span&gt;$var_2&lt;span style="color:#e6db74"&gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="trivia"&gt;Trivia&lt;/h2&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;cat lorem_ipsum
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Pipe
Symbol &lt;code&gt;|&lt;/code&gt;&lt;/p&gt;
&lt;p&gt;Function&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;function&lt;/span&gt; name_of_function&lt;span style="color:#f92672"&gt;(){&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;return&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#f92672"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Give permission to the file
&lt;code&gt;chmod +x filename.sh&lt;/code&gt;
./filename.sh #type this in the command&lt;/p&gt;</description></item><item><title>UML</title><link>https://naeem-bebit.github.io/data/science/uml/</link><pubDate>Sat, 18 Apr 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/data/science/uml/</guid><description>Unified Modeling Language</description></item><item><title>Type of Data</title><link>https://naeem-bebit.github.io/data_types/</link><pubDate>Sun, 12 Apr 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/data_types/</guid><description>Most common type of data</description></item><item><title>Web Frameworks for Python</title><link>https://naeem-bebit.github.io/webframeworks/backend/</link><pubDate>Sat, 28 Mar 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/webframeworks/backend/</guid><description>Django VS Flask</description></item><item><title>Data Structure and Algorithm</title><link>https://naeem-bebit.github.io/algo/</link><pubDate>Fri, 20 Mar 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/algo/</guid><description>An introduction to the essence of programming</description></item><item><title>Python Library</title><link>https://naeem-bebit.github.io/py-lib/</link><pubDate>Fri, 20 Mar 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/py-lib/</guid><description>Interesting &amp;amp; Useful Python Library</description></item><item><title>Data Architecture and Data Science</title><link>https://naeem-bebit.github.io/machine%20learning/arch/</link><pubDate>Sun, 23 Feb 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/machine%20learning/arch/</guid><description>Data Architecture for Data Science</description></item><item><title>Basic Python</title><link>https://naeem-bebit.github.io/basic/</link><pubDate>Sat, 15 Feb 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/basic/</guid><description>An introduction to Python programming</description></item><item><title>Cloud Computing and Data Science</title><link>https://naeem-bebit.github.io/cloud/aws/</link><pubDate>Sat, 15 Feb 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/cloud/aws/</guid><description>Why using Cloud for Data Science</description></item><item><title>Machine Learning</title><link>https://naeem-bebit.github.io/ml/</link><pubDate>Sat, 15 Feb 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/ml/</guid><description>An introduction to Machine Learning</description></item><item><title>Git and Data Science</title><link>https://naeem-bebit.github.io/git/</link><pubDate>Wed, 15 Jan 2020 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/git/</guid><description>Why using Git for Data Science</description></item><item><title>About Me</title><link>https://naeem-bebit.github.io/about/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/about/</guid><description>&lt;p&gt;After obtaining a Bachelor&amp;rsquo;s Degree in Computer Engineering (CE), I soon pursued my Masters in Image Processing, which was a field initially considered as an Engineering discipline but later on found its relevance towards Computer Science.&lt;/p&gt;
&lt;p&gt;At the time (circa 2013), the Data revolution was just beginning to take place and people were still introduced to the term ‘Big Data’ due to a need for a more efficient way of managing vast &amp;amp; complex data/information.&lt;/p&gt;</description></item><item><title>Contact</title><link>https://naeem-bebit.github.io/contact/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>https://naeem-bebit.github.io/contact/</guid><description>&lt;p&gt;Feel free to ask me on data science/machine learning or image processing by using the contact form below.&lt;/p&gt;
&lt;p&gt;I will get back to you as soon as possible! :)&lt;/p&gt;
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