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14 stories

Stories

  • Top Data Engineering GitHub Projects for Your Portfolio

    A strong data engineer portfolio is a small set of complete, well-documented pipelines rather than a long list of half-finished notebooks. Each repository should ingest data from a real or realistic source, apply a defined transformation or modeling step, and land the output somewhere queryable,…

    AI and Machine Learning Roadmaps Blog7 min read
  • How to Separate Operational Intent from the Executor

    In my previous article, I argued that software automation needs a layer between operational intent and execution. The reason is simple: the specification should describe what success means, and the ex

    freeCodeCamp — Artificial Intelligence15 min read
  • Why Software Automation Needs a Layer Between Intent and Execution

    Software automation is good at turning instructions into actions. A pipeline can deploy a release, Terraform can provision infrastructure, a runbook can restart a service, or an agent can inspect tele

    freeCodeCamp — Artificial Intelligence14 min read
  • 50 Data Engineering Terms EXPLAINED For Your Interview

    Data Engineering | Data Engineering Fundamentals | Data Engineer Interview | Data Engineering Terms For Beginners What you will learn? This video covers 50+ Data Engineering Terms that are essential for anyone in the Data Domain.

    Ansh Lamba JSR
  • Data Engineering 101 - The Beginner's Guide [2026]

    Data Engineering | Data Modeling | Data Engineer | Databricks | Snowflake | Azure Data Engineer | PySpark | Apache Spark What you will learn? This Data Engineering Masterclass is designed to take you from the fundamentals to advanced concepts, making it ideal for both complete beginners and…

    Ansh Lamba JSR
  • 스프링 배치 6 가이드 4편: 잡 실행 · 스케줄링 · 운영 — 트리거 · 멱등 파라미터 · 데이터 소스 5 패턴

    Spring Boot 4 + Kotlin 2.3 + PostgreSQL 16 환경에서 Spring Batch 6 잡을 어떻게 돌리고 운영하는가. JobLauncher와 JobOperator의 역할 분담, @Scheduled·Quartz·K8s CronJob·Argo 중 무엇으로 트리거할지 결정 트리, JobParameters 멱등 키 설계와 incrementer 트레이드오프, 실패 잡 재시작 제어, Actuator·Micrometer 기반 운영 모니터링, 여러 인스턴스에서 같은 잡이 중복 실행되는 걸 막는 법, 그리고 배치가…

    Novi Notes Blog13 min read

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