[MODEL] Device Failure Analysis

The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.

MIT License

95 stars 144 forks source link

💥 Proposal

Hello! I am Himanshu Agarwal, a proud contributor at GSSoC '23. I would like to contribute to this repo.

Device Failure Analysis: A company has a fleet of devices transmitting daily sensor readings. They would like to create a predictive maintenance solution to proactively identify when maintenance should be performed. This approach promises cost savings over routine or time-based preventive maintenance because tasks are performed only when warranted.

Dataset Link: Device Failure Analysis

Things I will be doing as of now:

[x] Implementing the model under the Machine Learning category

The-Data-Alchemists-Manipal / MindWave

[MODEL] Device Failure Analysis #776

💥 Proposal