Smart City End to End Realtime Data Engineering Project | Get Hired as an AWS Data Engineer

In this video, you will be building a Smart City End to End Realtime data streaming pipeline covering each phase from data ingestion to processing and finally storage. We'll utilize tools like IOT devices, Apache Zookeeper, Apache Kafka, Apache Spark, Docker, Python, AWS Cloud, AWS Glue, AWS Athena, AWS IAM, AWS Redshift and finally PowerBI to visualize data on Redshift.

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Timestamps:
0:00 Introduction
1:29 System Architecture
7:22 Project Setup
9:00 Docker containers setup and coding
26:17 IOT services producer
38:19 Vehicle information Generator
48:10 GPS Information Generator
50:13 Traffic information Generator
53:13 Weather information Generator
58:35 Emergency Incident Generator
1:03:39 Producing IOT Data to Kafka
1:14:43 AWS S3 setup with policies
1:16:38 AWS IAM Roles and Credentials Management
1:19:14 Apache Spark Realtime Streaming from Kafka
2:01:14 Fixing Schema Issues in Apache Spark Structured Streaming
2:07:31 AWS Glue Crawlers
2:10:23 Working with AWS Athena
2:13:22 Loading Data into Redshift from AWS Glue Data Catalog
2:17:58 Connecting and Querying Redshift DW with DBeaver
2:20:51 Connecting Redshift to AWS Glue Catalog
2:23:34 Fixing IAM Permission issues with Redshift
2:26:05 Outro

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🔗 Useful Links and Resources:
✅ Source Code: https://www.buymeacoffee.com/yusuf.ga...
✅ Docker Compose Documentation: https://docs.docker.com/compose/
✅ Apache Kafka Official Site: https://kafka.apache.org/
✅ Apache Spark Official Site: https://spark.apache.org/
✅ Confluent Docs: https://docs.confluent.io/home/overvi...
✅ S3 Documentation: https://docs.aws.amazon.com/s3/
✅ AWS IAM Documentation: https://docs.aws.amazon.com/IAM/lates...


✨ Tags ✨
Data Engineering, Kafka, Apache Spark, Cassandra, PostgreSQL, Zookeeper, Docker, Docker Compose, ETL Pipeline, Data Pipeline, Big Data, Streaming Data, Real-time Analytics, Kafka Connect, Spark Master, Spark Worker, Schema Registry, Control Center, Data Streaming

✨ Hashtags ✨
#DataEngineering #Kafka #ApacheSpark #Cassandra #PostgreSQL #Docker #ETLPipeline #DataPipeline #StreamingData #RealTimeAnalytics