데이터 엔지니어링 (Data Engineering) 입문자라면, 이 2024년 데이터 엔지니어링 입문 로드맵 (roadmap)을 따라 시작하세요.
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오케스트레이션 (Orchestration)
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데이터 레이크 (Data Lake) / 클라우드 (Cloud)
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데이터 웨어하우스 (Data Warehouse)
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데이터 품질 (Data Quality)
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교육 기업 (Education Companies)
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분석 / 시각화 (Analytics / Visualization)
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데이터 통합 (Data Integration)
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시맨틱 레이어 (Semantic Layers)
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현대적 OLAP (Modern OLAP)
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LLM 애플리케이션 라이브러리 (LLM application library)
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실시간 데이터 (Real-Time Data)
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데이터 리니지 (Data Lineage)
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Netflix
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Uber
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Databricks
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Airbnb
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Amazon AWS Blog
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Microsoft Data Architecture Blogs
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Microsoft Fabric Blog
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Oracle
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Meta
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Onehouse
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Estuary Blog
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A Five-Layered Business Intelligence Architecture
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Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics
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Big Data Quality: A Data Quality Profiling Model
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The Data Lakehouse: Data Warehousing and More
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Spark: Cluster Computing with Working Sets
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The Google File System
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Building a Universal Data Lakehouse
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XTable in Action: Seamless Interoperability in Data Lakes
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MapReduce: Simplified Data Processing on Large Clusters
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Tidy Data
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Data Engineering Whitepapers
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The Data Engineering Show
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Data Engineering Podcast
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DataTopics
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The Data Engineering Side Of Data
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DataWare
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The Data Coffee Break Podcast
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The Datastack show
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Intricity101 Data Sharks Podcast
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Drill to Detail with Mark Rittman
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Analytics Power Hour
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Catalog & cocktails
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Datatalks
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Data Brew by Databricks
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The Data Cloud Podcast by Snowflake
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What's New in Data
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Open||Source||Data by Datastax
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Streaming Audio by confluent
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The Data Scientist Show
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MLOps.community
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Monday Morning Data Chat
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The Data Chief
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The Joe Reis Show
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Data Bytes
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Super Data Science: ML & AI Podcast with Jon Krohn
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Joe Reis
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Start Data Engineering
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Data Engineering Weekly
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Data Engineer Things
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Data Engineering Vault
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Airbyte Data Glossary
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Data Engineering Wiki by Reddit
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Seconda Glossary
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Glossary Databricks
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Airtable Glossary
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Data Engineering Glossary by Dagster
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Cumulative Table Design
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Microbatch Deduplication
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The Little Book of Pipelines
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Data Developer Platform
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DataExpert.io 강의 이용 시 할인 코드
HANDBOOK10을 사용하세요! - LearnDataEngineering.com
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Technical Freelancer Academy 이용 시 할인 코드
zwtech를 사용하세요! - IBM Data Engineering for Everyone
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Qwiklabs
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DataCamp
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Shruti Mantri의 Udemy 강의
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Rock the JVM의 Spark (Scala 기반), Flink 및 기타 강의
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DataTalksClub의 Data Engineering Zoomcamp
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Efficient Data Processing in Spark
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Scaler
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DataTeams - 데이터 엔지니어 (Data Engineer) 채용 플랫폼
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Daniel Blanco의 Udemy 강의
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DeepLearning.AI Data Engineering Professional Certificate
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Google Cloud Certified - Professional Data Engineer
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Databricks - Certified Associate Developer for Apache Spark
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Databricks - Data Engineer Associate
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Databricks - Data Engineer Professional
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Microsoft DP-203: Data Engineering on Microsoft Azure
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Microsoft DP-600: Fabric Analytics Engineer Associate
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Microsoft DP-700: Fabric Data Engineer Associate
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AWS Certified Data Engineer - Associate