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data-engineering-academy's Introduction

data-engineering-academy

*sesuaikan dengan yang ada di folder

Level 1

  • Linux Fundamental (basic terminal usage) using ssh dan vpn
  • struktur data dan algoritma
  • penjelasan tentang API REST
  • cronjob
  • struktur vs unstructured data (tabel vs JSON)
  • statistik untuk data engineering
  • contoh kasus di JDS

Level 2

  • pengenalan programming language (python)
  • ETL vs ELT (masuk juga materi data cleansing dan data preparation harusnya)
  • functional testing your pipeline
  • cronjob with airflow
  • contoh kasus di JDS

Level 3 (Database relational and non relational)

  • relational , create ERD
  • create view, SQL example
  • OLAP dan OLTP
  • database on cloud vs on premise
  • document, wide column, key value, graph
  • example of nosql
  • pengenalan data data geospasial sederhana (long lat, polygon, line)
  • contoh kasus di JDS

Level 4 (bigdata and data warehouse and data processing)

  • object storage (S3 dan GCS)
  • google BigQuery
  • streaming with kafka
  • processing bigdata using spark
  • kubernetes your pipeline
  • alerting your pipeline using telegram
  • git versioning control
  • git semantic commit message
  • ci/cd example
  • let me give you the most common data storage in our office

data-engineering-academy's People

Contributors

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Watchers

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Forkers

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