4. Before the Model: Essential Steps of Data Preprocessing in ML

Sep 20, 2025 · 3 min read · When working on machine learning projects, we often get excited about building and training models. But here’s the truth: your model is only as good as your data. If the data is noisy, inconsistent, or incomplete, no algorithm—no matter how powerful—...