https://danialjfz.github.io/myblog/tags/pytorch/Recent content in Pytorch on Neural OdysseyHugo -- gohugo.ioenDanialj999@gmail.com (Danial Jafarzadeh)Danialj999@gmail.com (Danial Jafarzadeh)© 2026 Danial JafarzadehTue, 18 Nov 2025 00:00:00 +0000https://danialjfz.github.io/myblog/posts/build-your-first-ml-model/Tue, 18 Nov 2025 00:00:00 +0000Danialj999@gmail.com (Danial Jafarzadeh)https://danialjfz.github.io/myblog/posts/build-your-first-ml-model/<blockquote> <p><strong>Abstract</strong><br> This post walks through a first end-to-end ML workflow using a real image classification task. The goal is not just to train a model, but to build the habits that matter in practice: checking data, splitting correctly, choosing a simple baseline, and evaluating results without fooling yourself.</p>