SQL for Data Science

via Udemy

Go to Course: https://www.udemy.com/course/sql-for-data-science-a/

Overview

This SQL for data science course will introduce you to concepts of Structured Query Language (SQL), Databases, DBMS, etc. with practical demonstrations, so that you not only understand the concepts but also master it practically.The course is designed for beginners to SQL and database management systems. This SQL for Data Science course will help you understand how SQL can be used to store, access and retrieve data to perform data analysis.It is becoming ever more important that companies make data-driven decisions.With big data and data science on the rise, we have more data than we know what to do with.One of the basic languages of data analytics is SQL, which is used for many popular databases including MySQL, Postgres, SQLite, Microsoft SQL Server, Oracle, and even big data solutions like Hive and Cassandra.I'm going to let you in on a little secret. Most high-level marketers and product managers at big tech companies know how to manipulate data to gain important insights. No longer do you have to wait around the entire day for some software engineer to answer your questions - now you can find the answers directly, by yourself, using SQL!Topics covered in this course:What is a DatabaseInstalling PostgresCreating TablesSELECT StatementWHERE ClauseAND & ORFiltering OperatorsORDER BYLIMITDISTINCTRenaming ColumnsFunctionsGROUP BY & HAVING ClausesAggregation QueriesSubqueriesCASE ClauseCorrelated SubqueriesTable JoinsINNER and OUTER JoinsUNION, UNION ALL and EXCEPT Clauses

Skills

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