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Learnings through the Project: You will get an idea of engaged on real-entire world data engineering projects through this project. You'll use AWS EC2 instance and docker-composer for this project.

This is certainly a fascinating facts engineer portfolio project illustrations where you will find out how to preprocess and merge datasets to arrange them for Assessment of Reside COVID19 API dataset. Following preprocessing, cleansing, and data transformation, you will visualize details in various Dashboards.

We advise fifteen major facts engineering project Tips having an easily comprehensible architectural workflow covering most industry-expected data engineer techniques. 

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The real-time data might be processed making use of Spark structured streaming API and analyzed applying Spark MLib to obtain the sentiment of every tweet. MongoDB merchants the processed and aggregated success. These results are then visualized in interactive dashboards utilizing Python's Plotly and Dash libraries.

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