ML Project Template for 2025 - Build ML Pipelines with Python, uv, DVC, FastAPI, Docker

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Starting a new ML project but don't have a good starting point? In this video, we'll look into a template that is ready for 2025 and will help you build your project faster.

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00:00 - Welcome
01:23 - ML project template on GitHub
01:43 - Clone and setup
03:40 - Project structure and dependencies in VSCode
05:11 - DVC stages
05:47 - Build dataset stage
07:19 - Reproducing stages (build-dataset, train-model, evaluate)
07:39 - Rest API with FastAPI
08:26 - Dockerization
09:01 - Conclusion

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#python #machinelearning #dvc #artificialintelligence #datascience