Predicting HDD Failures Using ML

Using Machine Learning and Data Science techniques to help predict failure of Hard Disk Drives

Dataset: https://www.kaggle.com/jackywangkaggle/hard-drive-data-and-stats

More can be found on:-

Link to Kaggle : https://www.kaggle.com/vishakg/predicting-hdd-failures-using-ml

Go to 'Jupy_Notebook -> hdd_pred.ipnyb' to view source code

Model: Random Forest Model using the dataset available on Kaggle

Thoughts on this model are welcome! And a big thanks to the Open Source Community & Kaggle!

Authors:

• Vishak G, Mehul Shah