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Serverless Application Model (SAM) for Data Professionals

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July 18, 20227 min read DevelopmentAWSAWS LambdaAWS SAMPythonS3Serverless Application Model (SAM)

We'll discuss how to build a serverless data processing application using the Serverless Application Model (SAM). A Lambda function is developed, which is triggered whenever an object is created in a S3 bucket. 3rd party packages are necessary for data processing and they are made available by Lambda layers.

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Profile
Jaehyeon Kim
Jaehyeon Kim
Developer Experience at Factor House | Technical Content Creator
Taxonomies
Data Streaming 65 Data Engineering 30 Development 27 Data Analysis 17 Data Integration 12 Kubernetes 5 Security 5 Data Processing 3 Data Architecture 2
Python 66 Apache Kafka 60 AWS 50 Docker 49 R 37 Apache Flink 28 Apache Beam 17 Kafka Connect 15 Amazon MSK 14 AWS Lambda 14 Apache Spark 13 Dbt 13 Amazon EMR 11 Kubernetes 8 Pyflink 8 Change Data Capture (CDC) 6 Debezium 6 Amazon DynamoDB 5 Apache Airflow 5 Kpow 5 PostgreSQL 5 PySpark 5 Amazon API Gateway 4 Amazon Athena 4 AWS Glue 4 AWS Glue Schema Registry 4 BigQuery 4 Factor House Local 4 Kotlin 4 Minikube 4 R Shiny 4 RServe 4 Amazon EKS 3 Amazon QuickSight 3 Apache Hudi 3 EMR on EKS 3 FastAPI 3 GCP 3 GRPC 3 SparkR 3 ALL 107
Kafka Development With Docker 11 Apache Beam Python Examples 10 Real Time Streaming With Kafka and Flink 7 DBT Pizza Shop Demo 6 Tree Based Methods in R 6 Apache Beam Local Development With Python 5 DBT for Effective Data Transformation on AWS 5 Kafka Connect for AWS Services Integration 5 Getting Started With Real-Time Streaming in Kotlin 4 Serverless Data Product 4 Data Lake Demo Using Change Data Capture 3 Getting Started With Pyflink on AWS 3 Kafka Development on Kubernetes 3 Parallel Processing on Single Machine 3 Realtime Dashboard With FastAPI, Streamlit and Next.js 3 API Development With R 2 DBT Guide for Production 2 Deploy Python Stream Processing App on Kubernetes 2 Integrate Schema Registry With MSK Connect 2 Kafka, Flink and DynamoDB for Real Time Fraud Detection 2 ALL 21
2025 9 2024 29 2023 39 2022 15 2021 7 2020 1 2019 5 2018 2 2017 6 2016 6 2015 15 2014 5
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    Kafka Streams - Lightweight Real-Time Processing for Supplier Stats
    June 3, 2025
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    Kafka Clients With Avro - Schema Registry and Order Events
    May 27, 2025
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    Kafka Clients With JSON - Producing and Consuming Order Events
    May 20, 2025
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    Meet the Streamhouse Trio - Paimon, Fluss, and Iceberg for Unified Data Architectures
    May 6, 2025
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    Realtime Dashboard With FastAPI, Streamlit and Next.js - Part 1 Data Producer
    February 18, 2025
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    Apache Beam Python Examples - Part 10 Develop Streaming File Reader Using Splittable DoFn
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Jaehyeon Kim

Developer Experience at Factor House | Technical Content Creator

Copyright © 2023-2025 Jaehyeon Kim. All Rights Reserved.