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Python Programming in SQL Certification with an Extra Boost Course.

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Learning content

Python Programming in SQL
Module1:Introduction to SQL
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    • 1.1. Overview of SQL
       
    • 1.1.1. History and Evolution
       
    • 1.1.2. Importance of SQL
       
    • 1.2.Relational Databases
       
    • 1.2.1. Understanding Relational Data
       
    • 1.2.2. Key Concepts: Tables, Rows, Columns, and Relationships
       
    • 1.3. SQL Syntax Basics
       
    • 1.3.1. SQL Statements
       
    • 1.3.2. SQL Keywords
       
    • 1.3.3. SQL Comments
       
Module 2:SQL Data Manipulation
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    • 2.1. Querying Data
       
    • 2.1.1. SELECT Statement
       
    • 2.1.2. Filtering Data with WHERE Clause
       
    • 2.1.3. Sorting Data with ORDER BY
       
    • 2.1.4. Limiting Results with LIMIT
       
    • Filtering and Comparison Operators
       
    • 2.2.1. Comparison Operators (=, <>, <, >, <=, >=)
       
    • 2.2.2. Logical Operators (AND, OR, NOT)
       
    • 2.2.3. BETWEEN and IN Operators
       
    • 2.3. Working with Functions
       
    • 2.3.1. Aggregate Functions (SUM, AVG, COUNT, MAX,MIN)
       
    • 2.3.2. String Functions (CONCAT, LENGTH, SUBSTRING)
       
Module 3:SQL Data Definition
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    • 3.1. Creating and Modifying Tables
       
    • 3.1.1. CREATE TABLE Statement
       
    • 3.1.2. ALTER TABLE Statement
       
    • 3.1.3. Dropping Tables with DROP TABLE
       
    • 3.2. Data Types and Constraints
       
    • 3.2.1. Numeric Data Types
       
    • 3.2.2. Character Data Types
       
    • 3.2.3. Date and Time Data Types
       
    • 3.2.4. Primary Key and Foreign Key Constraints
       
    • 3.3.3. Option and Try for Error Handling
       
Module 4:SQL Data Manipulation and Transactions
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    • 4.1.Inserting Data
       
    • 4.1.1. INSERT INTO Statement
       
    • 4.1.2. Specifying Values and NULL
       
    • 4.1.3. INSERT INTO SELECT Statement
       
    • 4.2. Updating and Deleting Data
       
    • 4.2.1. UPDATE Statement
       
    • 4.2.2. DELETE Statement
       
    • 4.3.Transactions and ACID Properties
       
    • 4.3.1. Transaction Concepts
       
    • 4.3.2. COMMIT and ROLLBACK
       
    • 4.3.3. ACID Properties (Atomicity, Consistency,Isolation,Durability)
       
Module 5:SQL Joins and Subqueries
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    • 5.1. Understanding Joins
       
    • 5.1.1. INNER JOIN
       
    • 5.1.2 LEFT JOIN (OUTER JOIN)
       
    • 5.1.3. RIGHT JOIN (OUTER JOIN)
       
    • 5.1.4. FULL OUTER JOIN
       
    • 5.2.Subqueries
       
    • 5.2.1. Subquery Syntax
       
    • 5.2.2. Correlated Subqueries
       
Module 6:SQL Views, Indexes, and Optimization
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    • 6.1.Creating and Managing Views
       
    • 6.1.1. CREATE VIEW Statement- 6.1.2. Updating Views
       
    • 6.1.3. Dropping Views
       
    • 6.2.Indexes and Performance Optimization
       
    • 6.2.1. Index Types (B-tree, Hash, Bitmap)
       
    • 6.2.2. Indexing Best Practices
       
    • 6.2.3. Query Optimization Techniques
       
Module 7:Advanced SQL Concepts
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    • 7.1.Stored Procedures and Functions
       
    • 7.1.1. Creating and Executing Stored Procedures
       
    • 7.1.2. User-Defined Functions
       
    • 7.2. Triggers
       
Module 8:SQL Security and Permissions
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    • 8.1. User Authentication and Authorization
       
    • 8.1.1. User Roles and Privileges
       
    • 8.1.2. GRANT and REVOKE Statements
       
    • 8.2.SQL Injection and Prevention
       
Module 9:SQL Best Practices and Tips
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    • 9.1. SQL Coding Best Practices
       
    • 9.1.1. Naming Conventions
       
    • 9.2. Performance Tuning Strategies
       
    • 9.2.1. Query Performance
       
Module 10:Real-World Applications and Case Studies
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    • 10.1. Database Design Case Study
       
    • 10.1.1. Requirements Analysis
       
    • 10.2. Practical SQL Projects
       
    • 10.2.1. Building a Web Application with SQL
       
Module 11:SQL in Big Data and NoSQL Environments
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    • 11.1. SQL in Big Data Ecosystems
       
    • 11.1.1. SQL in Hadoop (Hive)
       
    • 11.2. SQL in NoSQL Databases
       
    • 11.2.1. SQL-like Querying in NoSQL (e.g., MongoDB)
       
Module 12:SQL and Cloud Databases (Optional)
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    • 12.1. Database as a Service (DBaaS)
       
    • 12.1.1. Cloud Database Providers
       
    • 12.2. Migrating to the Cloud
       
    • 12.2.1. Data Migration Strategies
       
Module 13.Final Project and Course Review
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    • 13.1 Capstone Project: Students will work on a complex SQL project to apply their skills.
       
    • 13.2 Course Review and Exam: A comprehensive review of key SQL concepts and an assessment to evaluate students' knowledge.
       
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