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Mastering SQL is an essential skill for anyone pursuing a career in IT, whether you aspire to be a developer, data scientist, IT administrator, or machine learning engineer. Understanding how to effectively use SQL to access and manage databases is a critical requirement in today's data-driven world.
In this blog post, we will explore the top 10 GitHub repositories that can help you get started with SQL and database administration and even take your skills to the next level. This list is for beginners and professionals looking to improve their data management skills.
1. SQL 101 by s-shemmee
He SQL 101 The repository offers step-by-step tutorials, practical examples and exercises. This guide is your gateway to mastering the basics and unlocking the power of data with SQL.
You will learn about querying data, modifying data, data types and constraints, joins and relationships, aggregation and grouping, subqueries and views, indexing and performance optimization, transactions and concurrency control, and advanced topics.
2. Learn SQL with WebDevSimplified
He Learn SQL The repository provides a collection of practice exercises with solutions designed for beginners. The 12 practice exercises will help reinforce learning and build confidence in effectively handling SQL queries.
3. SQL Masterclass by datawithdanny
He SQL Masterclass is a comprehensive online course designed to take students from a beginner to an advanced level of SQL skills. The repository provides a structured learning path with hands-on exercises, real-world examples, and quizzes to help students master the art of SQL queries and data analysis.
4. SQL Map by sqlmapproject
He sql map is an automatic SQL injection and database takeover tool, which provides information about the vulnerabilities of database systems. By learning this tool, you can streamline the database server testing process, gain valuable insights into database system vulnerabilities, and protect your server from unknown malicious attacks.
5. Microsoft SQL Server Examples
He SQL Server Examples The repository contains code samples for SQL Server, Azure SQL database, and other Microsoft database technologies, and offers a wealth of learning resources and practical examples.
6. SQL Music Store Analysis Project by rishabhnmishra
He SQL Music Store Analysis is a beginner project that teaches how to parse the PostgresQL database of music playlists. Includes a YouTube tutorial on using the project and performing various data analyzes using SQL queries.
7. DataTalksClub Data Engineering Zoomcamp
He Data Engineering Zoomcamp offers a hands-on learning experience in data engineering, designed to equip students with practical skills through a combination of video tutorials, quizzes, projects and peer assessments.
The repository covers essential topics such as containerization and infrastructure as code, workflow orchestration, data ingestion, data warehousing, analytical engineering, and batch and streaming processing.
8. ktaranov SQL Server Kit
He SQL Server Kit The repository is packed with useful links, blogs, videos, podcasts, courses, scripts, tools, and best practices for Microsoft SQL Server database. It's a hidden gem for developers and engineers looking to optimize SQL Server and learn about new SQL concepts.
9. Awesome mgramin database tools
He Awesome database tools is a collection of practical, cutting-edge tools that simplify working with databases for DBAs, DevOps, developers, and everyday users.
The list includes IDE, GUI, CLI, Schemas, APIs, Application Platforms, Backup, Cloning, Monitoring, Testing, HA/failover/sharding, Kubernetes, Configuration Tuning, DevOps, Reporting, Distributions, Security, SQL, and Tools of data management.
10. SQL for Cautious Data Scientists by gvwilson
He SQL for cautious data scientists The book offers an interactive introduction to SQL designed for data scientists. Covers topics such as admin command, aggregation, aggregation function, cross join, exclusive or, filter, full outer join, group, in-memory database, inclusive or, join, join condition, left outer join, null, query, right outer join, ternary logic and tombstone.
Conclusion
These 10 GitHub repositories offer a wide range of materials, from beginner tutorials to advanced practice exercises and full courses. Learning SQL has become easy and free. All you need to do is work hard and be persistent and in no time, you will become a data professional. The resources mentioned in this blog will help you learn new tools, create databases, access data, manage database systems, and perform data analysis. The content is not limited to text; You can also learn from interactive websites, books, video tutorials, and exercises.
Abid Ali Awan (@1abidaliawan) is a certified professional data scientist who loves building machine learning models. Currently, he focuses on content creation and writing technical blogs on data science and machine learning technologies. Abid has a master's degree in technology management and a bachelor's degree in telecommunications engineering. His vision is to build an artificial intelligence product using a graph neural network for students struggling with mental illness.
