SQL for Data Analysis

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Free Online Course: SQL for Data Analysis provided by Udacity is a comprehensive online course, which lasts for 4 weeks long. The course is taught in English and is free of charge. SQL for Data Analysis is taught by Derek Steer.

Overview
  • In this course, you’ll learn to use Structured Query Language (SQL) to extract and analyze data stored in databases. You’ll first learn to extract data, join tables together, and perform aggregations. Then you’ll learn to do more complex analysis and manipulations using subqueries, temp tables, and window functions. By the end of the course, you’ll be able to write efficient SQL queries to successfully handle a variety of data analysis tasks.

Syllabus
    • SQL Basics
      • Learn to write common SQL commands including SELECT, FROM, and WHERE,Learn to use logical operators in SQL
    • SQL Joins
      • Learn to write INNER JOINs to combine data from multiple tables,Learn to write LEFT JOINs to combine data from multiple tables
    • SQL Aggregations
      • Learn to write common aggregations in SQL including COUNT, SUM, MIN, and MAX,Learn to write CASE and DATE functions, as well as work with NULL values
    • Subqueries and Temp Tables
      • Learn to write subqueries to run multiple queries together,Learn to use temp tables to access a table with more than one query
    • SQL Data Cleaning
      • Learn how to perform data cleaning using SQL
    • Window Functions
      • Learn to use window functions to tackle more analysis tasks