SQL Database Fundamentals for Data Science | Microsoft Azure
Channel: Knowledge Center
Date: 2020-02-15

SQL is an essential skill to have in every data scientist. You should have sql skill and better understanding. In this complete SQL course you will learn about the following.

SQL Query Types
SELECT Statement Retrieve records from a table
SELECT LIMIT Statement Retrieve records from a table and limit results
SELECT TOP Statement Retrieve records from a table and limit results
INSERT Statement Insert records into a table
UPDATE Statement Update records in a table
DELETE Statement Delete records from a table
TRUNCATE TABLE Statement Delete all records from a table (no rollback)
UNION Operator Combine 2 result sets (removes duplicates)
UNION ALL Operator Combine 2 result sets (includes duplicates)
INTERSECT Operator Intersection of 2 result sets
MINUS Operator Result set of one minus the result set of another
EXCEPT Operator Result set of one minus the result set of another
SQL Comparison Operators
Comparison Operators Operators such as greater than, less than and so on
SQL Joins
JOIN Tables Inner and Outer joins
SQL Aliases
ALIASES Create a temporary name for a column or table
SQL Clauses
DISTINCT Clause Retrieve unique records
FROM Clause List tables and join information
WHERE Clause Filter results
ORDER BY Clause Sort query results
GROUP BY Clause Group by one or more columns
HAVING Clause Restrict the groups of returned rows
SQL Functions
COUNT Function Return the count of an expression
SUM Function Return the sum of an expression
MIN Function Return the min of an expression
MAX Function Return the max of an expression
AVG Function Return the average of an expression
SQL Conditions
AND Condition 2 or more conditions to be met
OR Condition Any one of the conditions are met
AND & OR Combining AND and OR conditions
LIKE Condition Use wildcards in a WHERE clause
IN Condition Alternative to multiple OR conditions
NOT Condition Negate a condition
IS NULL Condition Test for NULL value
IS NOT NULL Condition Test for NOT NULL value
BETWEEN Condition Retrieve within a range (inclusive)
EXISTS Condition Condition is met if subquery returns at least one row
SQL Tables and Views
CREATE TABLE Create a table
CREATE TABLE AS Create a table from another table's definition and data
ALTER TABLE Add, modify or delete columns in a table; rename a table
DROP TABLE Delete a table
GLOBAL TEMP Tables Tables that are distinct within SQL session
LOCAL TEMP Tables Tables that are distinct within modules and embedded SQL program
SQL VIEW Virtual tables (views of other tables)
SQL Keys, Constraints and Indexes
Primary Keys Create or drop primary keys
Indexes Create and drop indexes (performance tuning)
SQL Data Types
Data Types Data Types in SQL
SQL Programming
Comments How to create comments within your SQL statement and so on. 
You will get complete overview of SQL database and learn skill you required for data science.
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