Last Updated on June 19, 2023
-
Understand the roles and responsibilities of data analysts and data engineers.
-
Identify and use different types of SQL databases including MS SQL, MySQL, PostgreSQL, and Oracle SQL.
-
Write basic to complex SQL queries using various SQL syntax, operators, and functions.
-
Understand and implement data cleaning, , backup, and restoration in SQL.
-
Perform data analysis tasks using SQL, such as computing descriptive statistics and utilizing various functions and techniques for manipulating data.
-
Understand the principles of data engineering using SQL, including designing databases, handling ETL processes, and managing large datasets.
-
Implement SQL-like queries in NoSQL databases.
-
Understand the basics of Big Data technologies and how SQL interfaces with these tools.
-
Use SQL in conjunction with popular data visualization tools such as Tableau and PowerBI.
-
Apply SQL best practices and performance optimization strategies in real-world situations.
