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I used the Titanic Kaggle competition because it’s the most beginner-friendly way to learn the full Kaggle workflow: train/test, modeling, and submissions. It’s a clean classification problem, and you can iterate fast while learning feature engineering and model selection.
Pros
- +Great first competition to learn Kaggle submissions end-to-end
- +Clear train/test setup and a simple binary target
- +Leaderboard feedback makes iteration addictive (and useful)
Cons
- -Kaggle’s interface can feel intimidating for absolute beginners
- -It’s easy to overfocus on leaderboard score instead of learning
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We are solving this problem from scratch
Available on Kaggle
External purchase
Highlights
- +Great first competition to learn Kaggle submissions end-to-end
- +Clear train/test setup and a simple binary target
- +Leaderboard feedback makes iteration addictive (and useful)
Recommended by
Sreemanti Dey