Using SQL String Functions to Clean Data

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Coursera Project Network
학습자는 이 안내 프로젝트에서 다음을 수행하게 됩니다.

Understand how string functions work and when to use them

Clean data using different string functions

Manipulate data using SQL SELECT statements together with string functions

Clock2 hours
Advanced고등
Cloud다운로드 필요 없음
Video분할 화면 동영상
Comment Dots영어
Laptop데스크톱 전용

Welcome to this project-based course on Using SQL String Functions to Clean Data. In this project, you will learn how to perform data cleaning and manipulation using SQL string functions like LENGTH, UPPER & LOWER, REPLACE, TRIM, SUBSTRING, CONCAT, STRING_AGG, and COALESCE. By the end of this 2-hour long project, you will understand why you need to learn about string functions and use them to get the desired result you want from tables in a database. Also, for this hands-on project, we will use PostgreSQL as our preferred database management system (DBMS). Therefore, to complete this project, it is required that you have prior experience with using PostgreSQL. Similarly, this project is an advanced SQL concept; so, a good foundation for writing SQL queries is vital to complete this project. If you are not familiar with SQL and want to learn the basics, start with my previous guided projects titled “Performing Data definition and Manipulation in SQL" and “Querying Databases using SQL SELECT statement.” I taught these guided projects using PostgreSQL. Taking these projects will give the needed requisite to complete this project Using SQL String Functions to Clean Data. However, if you are comfortable writing queries in PostgreSQL, please join me on this wonderful ride! Let’s get our hands dirty!

개발할 기술

  • Data Manipulation
  • Data Cleansing
  • String Functions
  • Postgresql
  • SQL

단계별 학습

작업 영역이 있는 분할 화면으로 재생되는 동영상에서 강사는 다음을 단계별로 안내합니다.

  1. Retrieve data from tables in the employees database

  2. Use the LENGTH, LEFT, RIGHT functions to retrieve data

  3. Use the UPPER & LOWER functions to clean data

  4. Use the REPLACE function to manipulate data

  5. Use the TRIM, RTRIM, LTRIM functions to clean data

  6. Use the concatenate functions to manipulate data

  7. Use the SUBSTRING function to retrieve data

  8. Use the STRING_AGG function to retrieve and manipulate data

  9. Use the COALESCE function to retrieve and manipulate data

안내형 프로젝트 진행 방식

작업 영역은 브라우저에 바로 로드되는 클라우드 데스크톱으로, 다운로드할 필요가 없습니다.

분할 화면 동영상에서 강사가 프로젝트를 단계별로 안내해 줍니다.

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