Phase 3_ machine learning pipeline.pdf

Phase 3_ machine learning pipeline.pdf - Big Data Group...

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Big Data Group Project Phase 3: Machine Learning Pipeline (15 marks) Introduction In the previous phase, you cleaned and transformed your Bid Data resource(s) to a usable format for the downstream analytical task. Now, it is the time to build the last part of your pipeline: the ML component. As you add this component to your pipeline make sure: The outcome of the models/analysis is aligned with your proposal. If it is really necessary to adjust your proposal, please clearly mention that in your report and presentation. The outcome of Phase 2 will be used as the input of Phase 3. Hopefully, you do not need to modify your previous steps. If such a change is really necessary, do not forget to clearly mention and justify in your report and presentation. You develop your ML part all in Scala and Spark. In case you need to add dependencies, you may use Almond Kernel to your Jupyter as it supports the dependencies much better.
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