SQL for Data Analytics - eLearning
450,00 EUR
- 20 hours
Unlock the power of data-driven decision-making with SQL for Data Analytics and learn how to transform raw data into meaningful business insights. This hands-on training is designed to help you master SQL from the ground up while focusing on real-world data analysis applications.
Key Features
Language
Course and material in English
Level
Beginner level
Access
1 Year access to the learning platform
6+ Hours of On-Demand Videos
with 20+ hours recommended study time
35 Guided Hands-On Exercises
10 Auto-Graded Assessments
8 Assignments
1 Real-World Project
Certification
Program completion certification included
Learning Outcomes
At the end of this Course, you will be able to:
Database
Understand relational database concepts and how data is structured
SQL
Write and execute SQL queries for data extraction and analysis
Manipulate
Filter, sort, and manipulate data using SQL clauses and operators
Aggregation
Apply aggregation functions such as SUM, AVG, COUNT, MIN, and MAX
Combine
Combine data from multiple tables using JOIN and UNION operations
Transform
Work with SQL functions for data transformation and cleaning
Analyze
Analyze large datasets to identify patterns and trends
MySQL
Use MySQL Workbench for real-world database operations
Solve
Solve business problems using structured data analysis techniques
Course timeline
What is SQL?
Lesson 01
- Introduction to Data Analysis Using SQL
- Introduction to Understanding SQL and its Importance
- The What and Why of SQL
- What is a Query?
- Use of SQL in the Industry
- Introduction to MySQL
SQL Database Admin Commands
Lesson 02
- Introduction and Tour of MySQL Workbench
- SQL Syntax - Best Practices
- Create a Database in MySQL
- Create a Table in a Database
- SHOW and DROP Command in SQL
- INSERT INTO Command in SQL
Basics of SQL
Lesson 03
- Getting the Dataset
- Table Data Import Wizard
- SELECT * FROM Statement in SQL
- LIMIT Statement in SQL
- Aliases in SQL
Data Filtering and Querying
Lesson 04
- ORDER BY in SQL
- WHERE Clause in SQL
- AND, OR, and NOT Operators in SQL
- IN Operator in SQL
- LIKE Operator in SQL
Aggregation and Summary Functions
Lesson 05
- COUNT Function in SQL
- MIN and MAX Functions in SQL
- SUM Function in SQL
- AVG Function in SQL
- GROUP BY Function in SQL
Miscellaneous Analysis in SQL
Lesson 06
- CAST Function in SQL
- Date and Time Data Types
- CONCAT Function in SQL
- Histogram in SQL
- REPLACE Function in SQL
Table Relationships and Joins
Lesson 07
- Relationships in SQL
- Keys in SQL
- Entity Relationship Diagram (ERD)
- Introduction to Combining Tables
- JOIN Clause in SQL
- UNION Clause in SQL
Advanced SQL
Lesson 08
- CASE Statement in SQL
- HAVING Clause in SQL
- WINDOW Functions in SQL
- RANK Function in SQL
- Moving Averages in SQL
- Regular Expressions in SQL
Making Efficient Analysis
Lesson 09
- Temporary Tables in SQL
- Views in SQL
- SQL Indexes
- Stored Procedures in SQL
- Normalizing a Database
Who Should Enroll in This Program?
Prerequisites
- Basic understanding of descriptive statistics (average, sum, min, max)
- No prior SQL experience required
- Familiarity with basic computer operations is helpful
- Interest in data analysis and problem-solving
Aspiring data analysts
Business intelligence professionals
Software engineers working with databases
Data scientists and analytics beginners
Database administrators
Professionals transitioning into data-driven roles
Statements
Licensing and accreditation
This course is offered according to Partner Program Agreement and complies with the License Agreement requirements
Equity Policy
Candidates are encouraged to reach out to AVC for guidance and support throughout the accommodation process.
Frequently Asked Questions
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