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How to Build Your First Data Science Model in Python

Can I deploy this model immediately?

The answer

Yes, you can save the trained model using Joblib or Pickle and load it inside a Flask or FastAPI backend.

More FAQs in How to Build Your First Data Science Model in Python

The Iris Flower or Titanic datasets are excellent, simple datasets widely used by beginners.

We train the model on training data and test it on unseen testing data to measure how well it generalizes to new data.

Overfitting occurs when a model learns the training data too well, including its noise, resulting in poor performance on new data.

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