YoVDO

Using Postgres Window Functions

Offered By: egghead.io

Tags

PostgreSQL Courses Data Analysis Courses SQL Courses

Course Description

Overview

In this course we will show you how to wield the power behind the elusive window function. Which five movies were the highest grossing each year? Who are the highest performers in each department relative to their peers? These questions ask us to partition records into subgroups and answer questions about those groups -- that’s the power of a window function.
Many programmers will reach for their favorite scripting language to solve problems like these, but window functions allow you to answer them with the speed and efficiency of the Postgres query planner.
Plus, with the power to further slice and dice this derivative information, there’s no limit to the questions you can answer with raw SQL.
If you’re interested in the Postgres client that is used in this course you can download it here to check it out and follow along.

Syllabus

  • Learn What A Window Function Can Do
  • Rank Records with Rank and Dense Rank
  • Perform Weighted Ranking with Percent Rank
  • Define Windows Using Multiple Factors
  • Find Percentiles Using ntile
  • Create Running Totals Using Window Functions
  • Understand Frame Clauses
  • Compare Related Rows Using Lag and Lead
  • Compare the Outliers Using First Value and Last Value
  • Combine Window Functions to Answer Complex Questions

Taught by

Brett Cassette

Related Courses

Introduction to Databases
Meta via Coursera
Web Development
Udacity
Introduction to Data Science
University of Washington via Coursera
Datenmanagement mit SQL
openHPI
Sabermetrics 101: Introduction to Baseball Analytics
Boston University via edX