Full Stack Data Science | Database | Part 1
на канале: iNeuron Intelligence
Welcome to Part 1 of our Full Stack Data Science series focusing on databases!
In this session, we delve into relational databases, a fundamental component of data management in data science and software development. This session provides a comprehensive introduction to relational databases and SQL.
🔍 In this session, we will cover:
Introduction to Relational Databases: Understand the basics of relational databases, their structure, and principles.
SQL Fundamentals: Learn essential SQL commands for querying data, including SELECT, INSERT, UPDATE, DELETE, and JOIN operations.
Database Design: Best practices for designing relational databases, including normalization and entity-relationship modeling (ER).
Data Integrity: Techniques for ensuring data integrity through constraints, keys, and transactions.
Indexing and Optimization: Strategies for optimizing database performance through indexing and query optimization.
-Connecting to Databases: How to connect and interact with databases using Python and SQL clients.
-Practical Exercises: Hands-on exercises to practice SQL queries and database operations using sample datasets.
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