https://arshimtiaz.com/tags/passwords/ Recent content in Passwords on Arsh Imtiaz Hugo en Sun, 06 Sep 2026 19:57:52 +0100 https://arshimtiaz.com/posts/my-first-ml-model/ Wed, 19 Nov 2025 00:00:00 +0000 https://arshimtiaz.com/posts/my-first-ml-model/ <p>I finally sat down and built a <a href="https://arshimtiaz.com/glossary/#machine-learning" rel="">machine learning</a> model in <a href="https://jupyter.org/" target="_blank" rel="noopener noreffer "><strong>Jupyter Notebook</strong></a> that actually does something cybersecurity related. Not a big fancy neural network. Not a GPT clone. Just a tiny <a href="https://arshimtiaz.com/glossary/#classification" rel="">password strength classifier</a> that helped me understand the full ML pipeline without frying my brain.</p> <a class="lightgallery" href="https://arshimtiaz.com/posts/my-first-ml-model/jupyter_password_ml.png" title="Jupyter Notebook" data-thumbnail="/posts/my-first-ml-model/jupyter_password_ml.png"> <img class="lazyload" src="https://arshimtiaz.com/svg/loading.min.svg" data-src="https://arshimtiaz.com/posts/my-first-ml-model/jupyter_password_ml.png" data-srcset="https://arshimtiaz.com/posts/my-first-ml-model/jupyter_password_ml.png, https://arshimtiaz.com/posts/my-first-ml-model/jupyter_password_ml.png 1.5x, https://arshimtiaz.com/posts/my-first-ml-model/jupyter_password_ml.png 2x" data-sizes="auto" alt="Jupyter Notebook" /> </a> <p>This whole thing started because I kept telling myself I would learn ML one day. And one day never comes when you wait for the perfect idea. So I forced myself to build something so stupid simple that I couldn&rsquo;t run away from it.</p>