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    <title>DEV Community: Vishal S</title>
    <description>The latest articles on DEV Community by Vishal S (@vishalselva183).</description>
    <link>https://dev.to/vishalselva183</link>
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      <title>3rd-year CSE student starting AI/ML: what’s the best roadmap?</title>
      <dc:creator>Vishal S</dc:creator>
      <pubDate>Tue, 13 Oct 2026 02:28:43 +0000</pubDate>
      <link>https://dev.to/vishalselva183/3rd-year-cse-student-starting-aiml-whats-the-best-roadmap-4614</link>
      <guid>https://dev.to/vishalselva183/3rd-year-cse-student-starting-aiml-whats-the-best-roadmap-4614</guid>
      <description>&lt;p&gt;Hi everyone, I’m Vishal, a 3rd-year B.Tech CSE student, and I’m just starting to learn AI and ML. I want to build a solid foundation instead of jumping around randomly, so I’d love your advice on a good path.&lt;/p&gt;

&lt;p&gt;Here’s where I’m at:&lt;/p&gt;

&lt;p&gt;Background: B.Tech CSE (3rd year), comfortable with advanced Python, plus Java, C, and C++&lt;br&gt;
Goal: learn the basics first, then build small projects and share them here for feedback&lt;/p&gt;

&lt;p&gt;A few questions:&lt;/p&gt;

&lt;p&gt;Since I already know Python, should I start with the math (linear algebra, probability, statistics) or go straight into libraries like NumPy, Pandas, and scikit-learn?&lt;br&gt;
Which courses, books, or YouTube channels helped you most as a beginner?&lt;br&gt;
What’s a good first project to try that would also look good on a resume?&lt;/p&gt;

&lt;p&gt;Any tips or resources are appreciated. I’ll share my progress here as I go. Thanks!&lt;/p&gt;

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      <category>ai</category>
      <category>machinelearning</category>
      <category>beginners</category>
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