Скачать или смотреть Realtime Voting System | End-to-End Data Engineering Project

In this video, we'll build an end to end realtime voting system with the use of modern bidata technologies like Apache Kafka, Apache Spark and Streamlit.

Timestamps:
0:00 Introduction
1:06 The Election Flow
2:00 The System Architecture
3:02 Setting up the Project
5:16 The docker compose for the system architecture
10:10 Candidate, Party and Voters Accredditation
45:05 Voting System
1:02:03 Streaming votes from/to Kafka
1:10:43 Reading Voting Data Streams from Kafka with Pyspark
1:13:39 Spark Data preprocessing
1:15:54 Spark Aggregations
1:18:58 Writing aggregated data back to kafka
1:28:43 Realtime Votes Dashboard with Streamlit
2:14:19 Results and Live commentaries
2:16:16 Winner of the Election
2:17 31 Outro

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Resources and Links
Full code: https://github.com/airscholar/realtim...
Medium Article:   / building-a-real-time-election-voting-syste...  
Streamlit Documentation: https://docs.streamlit.io/
More Videos Like this: datamasterylab.com

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