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    <title>Forem: Rehana Hassan Muhumed</title>
    <description>The latest articles on Forem by Rehana Hassan Muhumed (@rihhanna).</description>
    <link>https://forem.com/rihhanna</link>
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      <title>Forem: Rehana Hassan Muhumed</title>
      <link>https://forem.com/rihhanna</link>
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    <item>
      <title>Day 1 — Starting My Machine Learning Journey</title>
      <dc:creator>Rehana Hassan Muhumed</dc:creator>
      <pubDate>Mon, 04 May 2026 07:57:31 +0000</pubDate>
      <link>https://forem.com/rihhanna/day-1-starting-my-machine-learning-journey-3chb</link>
      <guid>https://forem.com/rihhanna/day-1-starting-my-machine-learning-journey-3chb</guid>
      <description>&lt;p&gt;Today I officially started my journey into machine learning through the Machine Learning Specialization by DeepLearning.AI.&lt;/p&gt;

&lt;p&gt;At the beginning, I learned the basic idea of machine learning, which is teaching computers to learn from data and make predictions without being explicitly programmed.&lt;/p&gt;

&lt;p&gt;I also explored supervised learning, where models learn from labeled data. There are two main types:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Regression: used to predict numbers (like house prices)&lt;/li&gt;
&lt;li&gt;Classification: used to predict categories (like spam or not spam)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Then I was introduced to linear regression, which is a method used to predict numerical values by fitting a straight line to the data. Although it was a bit confusing at first, I started to understand that the model tries to find the best line that represents the relationship between input and output.&lt;/p&gt;

&lt;p&gt;This is just the beginning, and I’m excited to continue learning step by step.&lt;/p&gt;

&lt;h1&gt;
  
  
  MachineLearning #AI #LearningJourney
&lt;/h1&gt;

</description>
      <category>machinelearning</category>
      <category>ai</category>
    </item>
    <item>
      <title>Google Just Changed Looker Studio Back to Data Studio — Here's What That Means for Beginner Data Analysts</title>
      <dc:creator>Rehana Hassan Muhumed</dc:creator>
      <pubDate>Mon, 27 Apr 2026 11:49:26 +0000</pubDate>
      <link>https://forem.com/rihhanna/google-just-changed-looker-studio-back-to-data-studio-heres-what-that-means-for-beginner-data-2ccl</link>
      <guid>https://forem.com/rihhanna/google-just-changed-looker-studio-back-to-data-studio-heres-what-that-means-for-beginner-data-2ccl</guid>
      <description>&lt;p&gt;This post is my submission for the Google Cloud NEXT '26 Writing Challenge.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjowhump99ypnz02wkwqy.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fjowhump99ypnz02wkwqy.png" alt=" " width="800" height="391"&gt;&lt;/a&gt;&lt;br&gt;
📺 The Announcement That Caught My Eye&lt;br&gt;
I've been watching the Google Cloud NEXT '26 announcements, and one update stood out to me as a beginner data analyst:&lt;/p&gt;

&lt;p&gt;Looker Studio is now called Data Studio again.&lt;/p&gt;

&lt;p&gt;Wait — didn't Google change this name before? Yes! And now they're changing it back.&lt;/p&gt;

&lt;p&gt;But here's why I actually care about this: It's not just a name change.&lt;/p&gt;

&lt;p&gt;🔍 What Actually Changed?&lt;br&gt;
According to the announcement, the new Data Studio comes with:&lt;/p&gt;

&lt;p&gt;Feature What It Does&lt;br&gt;
AI-powered insights Automatically finds patterns in your data&lt;br&gt;
Smarter charts  Recommends the best chart type for your data&lt;br&gt;
Faster refresh  Real-time data updates&lt;br&gt;
Better sharing  Easier collaboration with teams&lt;br&gt;
The name went back to Data Studio. But the product got real upgrades.&lt;/p&gt;

&lt;p&gt;💭 My Honest First Reaction&lt;br&gt;
What I love:&lt;/p&gt;

&lt;p&gt;I learned data visualization in my IBM Data Analyst course. We used Excel and Cognos Analytics for dashboards.&lt;/p&gt;

&lt;p&gt;When I heard about Data Studio's AI-powered insights, I got excited. As a beginner, I spend hours figuring out which chart to use. If AI can recommend the best one? That saves me so much time.&lt;/p&gt;

&lt;p&gt;What confuses me:&lt;/p&gt;

&lt;p&gt;Why change the name again?&lt;/p&gt;

&lt;p&gt;First it was Data Studio. Then Looker Studio. Now back to Data Studio.&lt;/p&gt;

&lt;p&gt;For someone new to Google Cloud tools, this is a little confusing. But honestly? As long as the tool works well, I don't really care what it's called.&lt;/p&gt;

&lt;p&gt;📊 Who Should Care About This?&lt;br&gt;
You should care if...   Why&lt;br&gt;
You make dashboards Better AI features = faster work&lt;br&gt;
You're learning data viz    Smarter recommendations help you learn&lt;br&gt;
You use Google tools    Tighter integration with BigQuery &amp;amp; Sheets&lt;br&gt;
You're a beginner   Easier to get started&lt;br&gt;
✅ My Takeaway&lt;br&gt;
The name change back to Data Studio made me laugh at first. But after reading what's actually new — AI insights, smarter charts, faster refresh — I'm genuinely interested.&lt;/p&gt;

&lt;p&gt;Will I try it? Yes.&lt;/p&gt;

&lt;p&gt;Will the name confuse me? Maybe a little.&lt;/p&gt;

&lt;p&gt;Do I recommend other beginners try it? Also yes.&lt;/p&gt;

&lt;p&gt;Sometimes the best updates come with the funniest names. And hey, at least Data Studio sounds friendlier than Looker Studio.&lt;/p&gt;

&lt;p&gt;🔗 What I Used to Write This&lt;br&gt;
Google Cloud NEXT '26 announcements page&lt;/p&gt;

&lt;p&gt;Data Studio / Looker Studio official docs&lt;/p&gt;

&lt;p&gt;My own experience learning data visualization in the IBM Data Analyst Certificate&lt;/p&gt;

&lt;p&gt;🙏 Final Thoughts&lt;br&gt;
The challenge prompt asked for "genuine perspective" — so here it is:&lt;/p&gt;

&lt;p&gt;The Data Studio name change is a little silly. But the actual product updates? Pretty solid.&lt;/p&gt;

&lt;p&gt;If you're a beginner data analyst like me, give the new Data Studio a try. The AI features might surprise you.&lt;/p&gt;

&lt;p&gt;Thanks for reading! And good luck to everyone in the Google Cloud NEXT '26 Writing Challenge. 🍀&lt;/p&gt;

&lt;h1&gt;
  
  
  googlecloud #datastudio #dataanalytics #datavisualization #cloudnextchallenge #beginners
&lt;/h1&gt;

</description>
      <category>googlecloud</category>
      <category>datastudio</category>
      <category>cloudnextchallenge</category>
      <category>datavisualization</category>
    </item>
    <item>
      <title>I completed the IBM Data Analyst Certificate 🎓</title>
      <dc:creator>Rehana Hassan Muhumed</dc:creator>
      <pubDate>Mon, 27 Apr 2026 11:26:02 +0000</pubDate>
      <link>https://forem.com/rihhanna/i-completed-the-ibm-data-analyst-certificate-90n</link>
      <guid>https://forem.com/rihhanna/i-completed-the-ibm-data-analyst-certificate-90n</guid>
      <description>&lt;p&gt;&lt;strong&gt;Alhamdulillah! 🎉&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;I just completed the &lt;strong&gt;IBM Data Analyst Professional Certificate&lt;/strong&gt; on Coursera!&lt;/p&gt;

&lt;p&gt;Here's what I learned in simple words:&lt;/p&gt;




&lt;h2&gt;
  
  
  📚 What I Studied (11 Courses)
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Excel basics &amp;amp; dashboards&lt;/li&gt;
&lt;li&gt;Python for data science&lt;/li&gt;
&lt;li&gt;SQL &amp;amp; databases&lt;/li&gt;
&lt;li&gt;Data analysis with Python (Pandas, NumPy)&lt;/li&gt;
&lt;li&gt;Data visualization (Matplotlib, Seaborn, Cognos)&lt;/li&gt;
&lt;li&gt;Generative AI for analytics&lt;/li&gt;
&lt;li&gt;Capstone Project (real-world data)&lt;/li&gt;
&lt;li&gt;Career guide &amp;amp; interview prep&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  🛠️ Tools I Can Now Use
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Tool&lt;/th&gt;
&lt;th&gt;What I Can Do&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Excel&lt;/td&gt;
&lt;td&gt;Pivot tables, dashboards&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;SQL&lt;/td&gt;
&lt;td&gt;Query databases&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Python&lt;/td&gt;
&lt;td&gt;Clean &amp;amp; analyze data&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Pandas/NumPy&lt;/td&gt;
&lt;td&gt;Data manipulation&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Matplotlib/Seaborn&lt;/td&gt;
&lt;td&gt;Create charts&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Cognos Analytics&lt;/td&gt;
&lt;td&gt;Build dashboards&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;h2&gt;
  
  
  💡 What I Learned
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Real-world data is &lt;strong&gt;messy&lt;/strong&gt; — cleaning it takes time&lt;/li&gt;
&lt;li&gt;Python + SQL together = super useful&lt;/li&gt;
&lt;li&gt;Charts should &lt;strong&gt;tell a story&lt;/strong&gt;
&lt;/li&gt;
&lt;li&gt;A good portfolio matters most&lt;/li&gt;
&lt;li&gt;AI helps speed up analytics work&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  🎯 My Capstone Project
&lt;/h2&gt;

&lt;p&gt;I took a real dataset, cleaned it with Python, made visualizations, built a dashboard, and presented my findings. It's now in my portfolio.&lt;/p&gt;




&lt;h2&gt;
  
  
  🔗 My Certificate
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Verify here:&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
&lt;a href="https://coursera.org/share/b23bc821868ef9508c777f489bbdd6d9" rel="noopener noreferrer"&gt;https://coursera.org/share/b23bc821868ef9508c777f489bbdd6d9&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Certificate ID: &lt;code&gt;1J0WD04M66UB&lt;/code&gt;&lt;br&gt;&lt;br&gt;
Completed: April 27, 2026&lt;/p&gt;




&lt;h2&gt;
  
  
  📢 My Advice
&lt;/h2&gt;

&lt;p&gt;Just start. One course at a time. You don't need a degree — just consistency.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Alhamdulillah for everything 🤍&lt;/strong&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  💬 Let's Connect
&lt;/h2&gt;

&lt;p&gt;I'm looking for entry-level Data Analyst roles. Feel free to reach out!&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;LinkedIn:&lt;a href="https://www.linkedin.com/in/rehana-hassan/" rel="noopener noreferrer"&gt;https://www.linkedin.com/in/rehana-hassan/&lt;/a&gt;
&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F2kbfniyf18qg2cvvq0u9.png" alt=" " width="800" height="615"&gt;
&lt;/li&gt;
&lt;li&gt;GitHub:&lt;a href="https://github.com/rihhanna" rel="noopener noreferrer"&gt;https://github.com/rihhanna&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;




&lt;h1&gt;
  
  
  dataanalytics #ibm #coursera #python #sql #alhamdulillah
&lt;/h1&gt;




</description>
      <category>dataanalytics</category>
      <category>python</category>
      <category>sql</category>
      <category>coursera</category>
    </item>
    <item>
      <title>Hi 👋 I'm Rehana - A Software Engineer &amp; Data Analyst Who Enjoys Debugging</title>
      <dc:creator>Rehana Hassan Muhumed</dc:creator>
      <pubDate>Sun, 26 Apr 2026 16:54:49 +0000</pubDate>
      <link>https://forem.com/rihhanna/hi-im-rehana-a-software-engineer-data-analyst-who-enjoys-debugging-4gj4</link>
      <guid>https://forem.com/rihhanna/hi-im-rehana-a-software-engineer-data-analyst-who-enjoys-debugging-4gj4</guid>
      <description>&lt;h1&gt;
  
  
  Hi 👋 I'm Rehana
&lt;/h1&gt;

&lt;p&gt;I'm a &lt;strong&gt;Software Engineer &amp;amp; Data Analyst&lt;/strong&gt; from Hargeisa, Somaliland.&lt;/p&gt;

&lt;h2&gt;
  
  
  🧕 About Me
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;🏆 Hackathon Winner 2024 at Telesom Academy&lt;/li&gt;
&lt;li&gt;🎓 Magna Cum Laude graduate (3.86 GPA)&lt;/li&gt;
&lt;li&gt;🐛 I actually enjoy debugging (yes, really!)&lt;/li&gt;
&lt;li&gt;💻 Tech stack: Python, Django, JavaScript, Power BI, SQL&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  🚀 What I've Built
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Crop IQ&lt;/strong&gt; – Crop management system for better yield&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Telesom Customer Churn Analysis&lt;/strong&gt; – Data analysis with Power BI&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Online Book Store&lt;/strong&gt; – E-commerce site with Django&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  📚 What I'm Learning
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Machine Learning&lt;/li&gt;
&lt;li&gt;Advanced Data Analytics&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  ✍️ What I'll Write About
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Data analysis with Python and Power BI&lt;/li&gt;
&lt;li&gt;My journey learning new skills&lt;/li&gt;
&lt;li&gt;Debugging tips (because I actually like it!)&lt;/li&gt;
&lt;li&gt;Lessons from building real projects&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  🤝 Let's Connect
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;GitHub: &lt;a href="https://github.com/rihhanna" rel="noopener noreferrer"&gt;rihhanna&lt;/a&gt;
&lt;/li&gt;
&lt;li&gt;LinkedIn: &lt;a href="https://linkedin.com/in/rehana-hassan" rel="noopener noreferrer"&gt;rehana-hassan&lt;/a&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Excited to learn and share with this community! 🚀&lt;/p&gt;

&lt;p&gt;Feel free to comment and introduce yourself too 👇&lt;/p&gt;

</description>
      <category>beginners</category>
      <category>python</category>
      <category>dataanalysis</category>
      <category>womenintech</category>
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