Analyze diamonds by their cut, color, clarity, price, and other attributes to predict the price of a diamond based on the characteristics of cut, color, clarity, and carat.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F3532147%2F4cfa3401b21d61e4c66a12f447515c43%2Fe40_1.png?generation=1671447310335998&alt=media)


### Practice Skills

- Data Engineering.
- Creative feature engineering.
- Basic regression techniques such as Linear regression
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### Overview of How Kaggle’s Competitions Work

1. Join the Competition -> Read about the challenge description, accept the Competition Rules and gain access to the competition dataset.
2. Get to Work -> Download the data, build models on it locally or on Kaggle Kernels (our no-setup, customizable Jupyter Notebooks environment with free GPUs) and generate a prediction file.
3. Make a Submission -> Upload your prediction as a submission on Kaggle and receive an accuracy score.
4. Check the Leaderboard -> See how your model ranks against other Kagglers on our leaderboard.
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### Acknowledgements

https://www.kaggle.com/datasets/shivam2503/diamonds