otae.com

What are some common mistakes to avoid when building models

Sure! Here are three different takes on that question:

**Overcomplicating the Model**: One big mistake is making your model way too complex. Sometimes, simpler models can perform just as well, if not better. It’s easy to get caught up in adding all sorts of features, but that can lead to overfitting. Keep it straightforward!

**Ignoring Data Quality**: Another common pitfall is not paying enough attention to the data you're using. If your data is messy or biased, your model's gonna be off too. Always clean and preprocess your data properly before diving into model building.