| SQL for Data Science, Data Analytics and Data Visualization |
| Section 01: Getting Started |
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Introduction |
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00:03:00 |
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How to get course requirements |
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00:03:00 |
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Getting started on Windows, Linux or Docker |
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00:01:00 |
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How to ask great questions |
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00:01:00 |
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FAQ’s |
|
00:01:00 |
| Section 02: SQL Server setting up |
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Section Introduction |
|
00:02:00 |
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Microsoft SQL Server Installation |
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00:19:00 |
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SQL Server Management Studio (SSMS) Installation |
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00:08:00 |
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How to connect MS SQL (Windows Authentication) |
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00:04:00 |
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How to connect MS SQL (SQL Server Authentication) |
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00:03:00 |
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Download and Restore Sample Database |
|
00:07:00 |
| Section 03: SQL Azure Data Studio |
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What is Azure Data Studio |
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00:06:00 |
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Azure Data Studio Installation steps |
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00:07:00 |
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Azure Data Studio to Connect SQL Server |
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00:09:00 |
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Create a Database |
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00:07:00 |
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Create a Table |
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00:09:00 |
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Insert Data rows |
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00:07:00 |
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View the Data returned by Query |
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00:03:00 |
| Section 04: SQL Database basic SSMS |
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Section Introduction |
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00:01:00 |
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Overview of Databases |
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00:11:00 |
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Creating Database |
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00:05:00 |
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SQL Data Types |
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00:03:00 |
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Column Data Types on SSMS |
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00:04:00 |
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Creating Table |
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00:09:00 |
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Overview of Primary Key and Foreign Key |
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00:04:00 |
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Primary Key |
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00:04:00 |
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Foreign Key |
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00:07:00 |
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Creating Temporary tables |
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00:06:00 |
| Section 05: SQL Statements for DATA |
|
Section Introduction |
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00:01:00 |
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Insert statement |
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00:08:00 |
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Update statement |
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00:05:00 |
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Delete statement |
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00:03:00 |
| Section 06: SQL Data Structure statements |
|
Section Introduction |
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00:01:00 |
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CREATE table statement |
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00:03:00 |
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DROP statement |
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00:02:00 |
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ALTER statement |
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00:05:00 |
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TRUNCATE statement |
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00:04:00 |
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COMMENT in query |
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00:01:00 |
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RENAME |
|
00:02:00 |
| Section 07: SQL User Management |
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Create Database user |
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00:04:00 |
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GRANT permissions |
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00:06:00 |
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REVOKE permissions |
|
00:04:00 |
| Section 08: SQL Statement Basic |
|
Section Introduction |
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00:01:00 |
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SQL Statement basic |
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00:03:00 |
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SELECT Statement |
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00:07:00 |
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SELECT DISTINCT |
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00:03:00 |
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SELECT with column headings |
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00:03:00 |
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Column AS statement |
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00:02:00 |
| Section 09: Filtering Data rows |
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SELECT WHERE Clause – theory |
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00:04:00 |
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SELECT WHERE Clause – practical |
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00:07:00 |
| Section 10: Aggregate functions |
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Sum() |
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00:08:00 |
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Min()-Max() |
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00:06:00 |
| Section 11: SQL Query statements |
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Order By statement |
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00:05:00 |
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SELECT TOP clause in SQL |
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00:04:00 |
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BETWEEN command |
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00:08:00 |
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IN operator |
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00:04:00 |
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Wildcard Characters and LIKE |
|
00:05:00 |
| Section 12: SQL Group by statement |
|
Section Introduction |
|
00:01:00 |
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Group by – theory |
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00:03:00 |
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Group by – practical |
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00:05:00 |
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HAVING statement |
|
00:04:00 |
| Section 13: JOINS for Multiple table Data Analysis |
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Overview of Joins |
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00:02:00 |
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What are Joins |
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00:02:00 |
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Inner join |
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00:08:00 |
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Left outer join |
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00:03:00 |
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Right outer join |
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00:02:00 |
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Full outer join |
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00:01:00 |
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Union |
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00:03:00 |
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Cartesian Product with the Cross Join |
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00:03:00 |
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Query Exercise |
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00:01:00 |
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Solution for Query Exercise |
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00:01:00 |
| Section 14: SQL Constraints |
|
Section introduction |
|
00:01:00 |
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Check constraint |
|
00:07:00 |
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NOT NULL constraint |
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00:08:00 |
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UNIQUE constraint |
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00:05:00 |
| Section 15: Views |
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Creating Views |
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00:04:00 |
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Reporting with multiple tables |
|
00:03:00 |
| Section 16: Advanced SQL commands |
|
Section Introduction |
|
00:01:00 |
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Timestamp |
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00:04:00 |
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Extract from timestamp |
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00:03:00 |
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Mathematical scalar functions |
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00:04:00 |
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String functions |
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00:05:00 |
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Sub Query |
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00:03:00 |
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SELECT with calculations |
|
00:06:00 |
| Section 17: SQL Stored procedures |
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Create stored procedure |
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00:05:00 |
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Stored procedure with parameter |
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00:04:00 |
| Section 18: Azure Data Studio Visualization |
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Installing SandDance Extension |
|
00:03:00 |
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Visualization Charts |
|
00:05:00 |
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Multiple Table Data Charts |
|
00:06:00 |
| Section 19: Azure Studio SQL for Data Analysis |
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Type Decision for Data Analysis |
|
00:13:00 |
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Data Analysis with Case Statement and String Text |
|
00:09:00 |
| Section 20: Import & Export data |
|
Section Introduction |
|
00:01:00 |
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Import Flat File |
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00:05:00 |
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Import .csv or excel file |
|
00:03:00 |
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Export Data to Excel or any format |
|
00:06:00 |
| Section 21: Backup and Restore Database |
|
Section Introduction |
|
00:01:00 |
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Creating Database backup |
|
00:04:00 |
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Restoring Database backup |
|
00:04:00 |
| Order Your Certificate |
|
Order Your Certificate |
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00:00:00 |