SQL Fundamentals for Data Analysts
Course Duration: 10 Weeks (Adjustable as per your preference)
Week 1: Introduction to SQL
- Introduction to Databases
- What is SQL?
- Installing and Setting Up SQL
- Basic SQL Commands (SELECT, FROM, WHERE)
- Sorting and Filtering Data
Week 2: Working with Data
- Retrieving Data with SELECT
- Working with Multiple Tables
- Joins (INNER, LEFT, RIGHT, FULL)
- Combining Data (UNION, UNION ALL)
Week 3: Filtering Data
- Using Comparison Operators
- Using Logical Operators
- Using Wildcards (LIKE)
- Filtering NULL Values
Week 4: Aggregating Data
- Introduction to Aggregate Functions (SUM, COUNT, AVG, MAX, MIN)
- GROUP BY Clause
- HAVING Clause
- Subqueries and Nested Queries
Week 5: Data Modification
- Inserting Data (INSERT INTO)
- Updating Data (UPDATE)
- Deleting Data (DELETE)
- Modifying Table Structure (ALTER TABLE)
Week 6: Data Constraints
- Primary Key and Unique Constraints
- Foreign Key Constraints
- Check Constraints
- Default Constraints
Week 7: Data Manipulation
- Working with Dates and Times
- String Functions
- Mathematical Functions
- Conditional Expressions (CASE)
Week 8: Views and Indexes
- Creating Views
- Modifying Views
- Creating Indexes
- Query Optimization
Week 9: Advanced SQL Concepts
- Transactions and Locking
- Stored Procedures
- Triggers
- Common Table Expressions (CTEs)
Week 10: Real-World Applications and Case Studies
- Applying SQL in Data Analysis Projects
- Case Studies and Practical Examples
- Preparing a SQL Project
Assessment:
- Weekly quizzes and assignments (For Practicing important questions message me on Instagram: kunalmahajan_3)
- Final project (a complex SQL data analysis project, For Practicing important questions message me on Instagram: kunalmahajan_3)
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