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