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Lambda Architecture Explained with Real-World Example | Crack Data Engineering Interviews!
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📊 Lambda Architecture Explained | Real-Time + Batch Processing | Interview Prep for Data Engineers
Are you preparing for a Data Engineering interview? Struggling to understand Lambda Architecture or explain it confidently?
In this video, we break down:
✅ What Lambda Architecture is
✅ Its key components: Batch Layer, Speed Layer, Serving Layer
✅ Real-world project example (IoT, Kafka, Spark, Druid)
✅ How to answer Lambda Architecture questions in interviews
✅ Pros, Cons, and how it compares to Kappa Architecture
🔥 Bonus: Sample interview questions and how to handle consistency between batch and speed layers!
🎯 Whether you're working with Databricks, Delta Lake, or AWS Lake Formation, this video will help you master layered data processing architectures.
🔔 Subscribe for more videos on data engineering, AWS, Spark, and real-world project tips.
👍 Like, share, and comment if you found this helpful!
#DataEngineering #LambdaArchitecture #MedallionArchitecture #AWSGlue #Databricks #DeltaLake #DataLakehouse #ETL #DataEngineerInterview #BigData #S3 #ApacheSpark
Are you preparing for a Data Engineering interview? Struggling to understand Lambda Architecture or explain it confidently?
In this video, we break down:
✅ What Lambda Architecture is
✅ Its key components: Batch Layer, Speed Layer, Serving Layer
✅ Real-world project example (IoT, Kafka, Spark, Druid)
✅ How to answer Lambda Architecture questions in interviews
✅ Pros, Cons, and how it compares to Kappa Architecture
🔥 Bonus: Sample interview questions and how to handle consistency between batch and speed layers!
🎯 Whether you're working with Databricks, Delta Lake, or AWS Lake Formation, this video will help you master layered data processing architectures.
🔔 Subscribe for more videos on data engineering, AWS, Spark, and real-world project tips.
👍 Like, share, and comment if you found this helpful!
#DataEngineering #LambdaArchitecture #MedallionArchitecture #AWSGlue #Databricks #DeltaLake #DataLakehouse #ETL #DataEngineerInterview #BigData #S3 #ApacheSpark
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