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Introduction to Data Engineering on Google Cloud - Bahasa Indonesia

Instructor: Google Cloud Training

Included with

Learn more

8 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

1 week to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

8 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

1 week to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

What you'll learn

Memahami peran data engineer.
Mengidentifikasi tugas data engineering dan komponen inti yang digunakan di Google Cloud.
Memahami cara membuat dan men-deploy pipeline data dengan berbagai pola di Google Cloud.
Mengidentifikasi dan memanfaatkan berbagai teknik otomatisasi di Google Cloud.

Skills you'll gain

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

6 assignments

Taught in Indonesian

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 8 modules in this course

Dalam kursus ini, Anda akan belajar tentang data engineering on Google Cloud, peran dan tanggung jawab data engineer, dan bagaimana hal tersebut terhubung dengan penawaran yang disediakan oleh Google Cloud. Anda juga akan mempelajari cara untuk mengatasi tantangan terkait data engineering.

Bagian ini merupakan Pengantar kursus Data Engineering on Google Cloud, dan memberikan ringkasan tentang struktur dan sasaran kursus.

What's included

1 video

Modul ini berisi pengantar tentang peran seorang data engineer. Modul ini membahas konsep utama seperti sumber data dan sink data, format data, opsi penyimpanan di Google Cloud, pengelolaan metadata, dan penggunaan Analytics Hub untuk berbagi data di dalam dan di luar organisasi.

What's included

9 videos1 assignment1 app item

9 videos Total 17 minutes

Pengantar Modul 1 minute
Peran Data Engineer 1 minute
Sumber Data Versus Sink Data 2 minutes
Format Data 1 minute
Opsi Solusi Penyimpanan di Google Cloud 5 minutes
Opsi Pengelolaan Metadata di Google Cloud 1 minute
Berbagi Set Data menggunakan Analytics Hub 1 minute
Pengantar Lab: Memuat Data ke BigQuery 0 minutes
Coursera: Memulai dengan Google Cloud dan Qwiklabs 5 minutes

1 assignment Total 15 minutes

Modul 1: Kuis 15 minutes

1 app item Total 90 minutes

Lab: Memuat Data ke BigQuery 90 minutes

Modul ini berisi ringkasan tentang replikasi dan migrasi data di Google Cloud. Modul ini membahas arsitektur dasar, alat command line 'gcloud', Storage Transfer Service, Transfer Appliance, dan Datastream, beserta fungsi dan kasus penggunaannya.

What's included

6 videos1 assignment1 app item

6 videos Total 7 minutes

Pengantar Modul 0 minutes
Arsitektur Replikasi dan Migrasi 2 minutes
Alat Command Line gcloud 0 minutes
Memindahkan Set Data 1 minute
Datastream 4 minutes
Pengantar Lab: Datastream: Replikasi PostgreSQL ke BigQuery 0 minutes

1 assignment Total 15 minutes

Modul 2: Kuis 15 minutes

1 app item Total 45 minutes

Lab: Datastream: Replikasi PostgreSQL ke BigQuery 45 minutes

Modul ini berfokus pada proses ekstraksi dan pemuatan data di Google Cloud, terutama dengan BigQuery. Modul ini membahas arsitektur ekstraksi dan pemuatan dasar, alat command line bq, BigQuery Data Transfer Service, dan BigLake sebagai alternatif dari pola ekstraksi-pemuatan tradisional.

What's included

6 videos1 assignment1 app item

Modul ini berisi ringkasan tentang proses ELT (ekstraksi, pemuatan, transformasi) di Google Cloud. Modul ini membahas arsitektur ELT dasar, contoh pipeline ELT yang umum, kemampuan BigQuery untuk membuat skrip dan penjadwalan SQL, serta fungsi dan kasus penggunaan Dataform.

What's included

5 videos1 assignment1 app item

5 videos Total 10 minutes

Pengantar Modul 0 minutes
Arsitektur Ekstraksi, Pemuatan, dan Transformasi (ELT) 1 minute
Pembuatan Skrip dan Penjadwalan SQL dengan BigQuery 3 minutes
Dataform 6 minutes
Pengantar Lab: Membuat dan Menjalankan Alur Kerja SQL di Dataform 0 minutes

1 assignment Total 15 minutes

Modul 4: Kuis 15 minutes

1 app item Total 60 minutes

Lab: Membuat dan Menjalankan Alur Kerja SQL di Dataform 60 minutes

Modul ini berisi ringkasan tentang proses ETL (ekstraksi, transformasi, pemuatan) di Google Cloud. Modul ini membahas arsitektur ETL dasar, alat GUI, opsi pemrosesan data batch dan aliran data (Dataproc, Dataproc Serverless), serta peran Bigtable dalam pipeline data.

What's included

8 videos1 assignment2 app items

8 videos Total 13 minutes

Pengantar Modul 1 minute
Arsitektur Ekstraksi, Transformasi, dan Pemuatan (ETL) 1 minute
Alat GUI Google Cloud untuk Pipeline Data ETL 2 minutes
Pemrosesan Data Batch Menggunakan Dataproc 5 minutes
Pengantar Lab: Menggunakan Dataproc Serverless untuk Spark untuk Memuat Data ke BigQuery 0 minutes
Opsi Pemrosesan Aliran Data 3 minutes
Pipeline Data dan Bigtable 1 minute
Pengantar Lab: Membuat Streaming Data Pipeline untuk Dasbor Real-Time dengan Dataflow 0 minutes

1 assignment Total 15 minutes

Modul 5: Kuis 15 minutes

2 app items Total 105 minutes

Lab: Menggunakan Dataproc Serverless untuk Spark untuk Memuat Data ke BigQuery 45 minutes
Lab: Membuat Streaming Data Pipeline untuk Dasbor Real-Time dengan Dataflow 60 minutes

Modul ini berfokus pada pola otomatisasi dan opsi untuk pipeline di Google Cloud. Modul ini membahas berbagai alat dan layanan seperti Cloud Scheduler, Workflows, Cloud Composer, Cloud Run Functions, dan Eventarc, beserta fungsi dan kasus penggunaan untuk otomatisasi.

What's included

7 videos1 assignment1 app item

7 videos Total 6 minutes

Pengantar Modul 0 minutes
Pola dan Opsi Otomatisasi untuk Pipeline 1 minute
Cloud Scheduler dan Workflows 1 minute
Cloud Composer 1 minute
Cloud Run Functions 1 minute
Eventarc 1 minute
Pengantar Lab: Menggunakan Cloud Run Functions untuk Memuat Data ke BigQuery 0 minutes

1 assignment Total 15 minutes

Modul 6: Kuis 15 minutes

1 app item Total 45 minutes

Lab: Menggunakan Cloud Run Functions untuk Memuat Data ke BigQuery 45 minutes

Di bagian terakhir ini, kita akan meninjau apa yang telah disajikan dalam kursus ini dan membahas langkah selanjutnya untuk melanjutkan pembelajaran cloud Anda.

What's included

1 video1 reading

Instructor

Google Cloud Training

Google Cloud

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Offered by

Google Cloud

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

Introduction to Data Engineering on Google Cloud - Bahasa Indonesia

Introduction to Data Engineering on Google Cloud - Bahasa Indonesia

What you'll learn

Skills you'll gain

Tools you'll learn

Details to know

See how employees at top companies are mastering in-demand skills

There are 8 modules in this course

Pengantar Kursus

What's included

Tugas dan Komponen Data Engineering

What's included

Replikasi dan Migrasi Data

What's included

Pola Pipeline Data Ekstrak dan Muat

What's included

Pola Pipeline Data Ekstrak, Muat, dan Transformasi

What's included

Pola Pipeline Data Ekstrak, Transformasi, dan Muat

What's included

Teknik Otomatisasi

What's included

Ringkasan Kursus

What's included

Instructor

Offered by

Explore more from Software Development

Introduction to Data Engineering on Google Cloud

Cloud Data Engineering

Preparing for Google Cloud Certification: Cloud Data Engr

Google Cloud Database Engineer

Why people choose Coursera for their career

Felipe M.

Jennifer J.

Larry W.

Chaitanya A.

Open new doors with Coursera Plus

Advance your career with an online degree

Join over 3,400 global companies that choose Coursera for Business

Frequently asked questions

Can I preview a course before enrolling?

When will I have access to the lectures and assignments?

What will I get when I enroll?

More questions