Associate Data Engineer in SQL

Diperbarui 01/2025

Learn the fundamentals of data engineering: database design and data warehousing, working with technologies including PostgreSQL and Snowflake!

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Sertifikasi Tersedia

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Deskripsi Lagu

Associate Data Engineer in SQL

In this track, you'll learn the fundamental concepts of data engineering, including the Extract-Transform-Load (ETL) and Extract-Load-Transform (ELT) workflows. You'll discover how to interact with relational databases such as PostgreSQL to store, modify, and query data. Moving through the track, you'll pick up techniques for querying structured data using SQL, including joining multiple tables, calculating aggregated statistics, filtering, grouping, and writing subqueries. Switching gears, you'll go on to discover database design principles such as star and snowflake schemas, and normalization. You'll use this knowledge to perform typical data engineering tasks such as creating, altering, and deleting tables, and enforcing data consistency by casting data to different data types. The track also shows how you can download PostgreSQL to your operating system, along with setting up and modifying users.Conclude by learning about data warehouse technologies and familiarizing with Snowflake, a popular cloud technology for data engineering!

Persyaratan

Tidak ada persyaratan prasyarat untuk jalur ini.

Course
1
Understanding Data Engineering
Discover how data engineers lay the groundwork that makes data science possible. No coding involved!
Course
2
Introduction to SQL
Learn how to create and query relational databases using SQL in just two hours.
Course
3
Intermediate SQL
Lengkap dengan latihan setiap langkah, kursus ini ajarkan yang perlu diketahui untuk analisis data dengan kode SQL Anda sendiri hari ini.
Course
4
Menggabungkan Data di SQL
Tingkatkan pengetahuan SQL dan pelajari cara gabungkan tabel, terapkan teori himpunan relasional dan bekerja dengan subkueri.
Project
bonus
Analyzing Students' Mental Health
Use your data manipulation skills to perform exploratory data analysis on a dataset around student mental health.
Course
6
Introduction to Relational Databases in SQL
Learn how to create one of the most efficient ways of storing data - relational databases!
Course
7
Database Design
Learn to design databases in SQL to process, store, and organize data in a more efficient way.
Course
8
Data Warehousing Concepts
This introductory and conceptual course will help you understand the fundamentals of data warehousing.
Course
9
Introduction to Snowflake SQL
This course will take you from Snowflake's foundational architecture to mastering advanced SnowSQL techniques.
Course
10
Understanding Data Visualization
An introduction to data visualization with no coding involved.
Project
bonus
Exploring London's Travel Network
Use SQL to analyze a database containing information about Transport for London journeys over 12 years!
Resource
bonus
How to Install PostgreSQL on Windows and Mac OS X
In this tutorial, you will learn how to install PostgreSQL on two different operating systems - Windows and Mac.
Skill Assessment
bonus
Data Management Theory