This comprehensive course delivers practical techniques to transform messy data into clean, well-structured, and high-performance SQL solutions. You'll begin with essential data cleaning methods to handle inconsistencies and errors, then progress to organizing data through effective schema design and CRUD operations. The course culminates with powerful optimization strategies—including AI-assisted approaches—that dramatically improve query performance. Through hands-on labs, interactive discussions, and real-world challenges, you'll develop the skills to create SQL environments that are clean, well-organized, and lightning-fast.


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This module focuses on essential data quality and manipulation techniques that form the foundation of reliable data analysis. Through hands-on labs tackling real-world data cleaning challenges, you'll master methods for identifying and correcting common data quality issues. The module then advances to comprehensive CRUD operations, equipping you with the skills to create, read, update, and delete data while maintaining integrity. Interactive dialogues throughout the module reinforce best practices for both cleaning and manipulation processes in professional database environments.
涵盖的内容
2篇阅读材料1个作业2个非评分实验室2个插件
This module focuses on building and managing efficient database structures to support your SQL operations. Beginning with fundamental schema design principles, you'll progress through hands-on labs where you'll create optimized database structures, including leveraging AI-powered techniques for enhanced performance. The module expands to cover practical data integration through import/export operations and culminates in applying your skills to create professional-quality database tables from scratch, solidifying your ability to design and implement efficient data storage solutions.
涵盖的内容
3篇阅读材料2个作业4个非评分实验室1个插件
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- 状态:免费试用
Fractal Analytics
- 状态:免费试用
Johns Hopkins University
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To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
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¹ 本课程的部分作业采用 AI 评分。对于这些作业,将根据 Coursera 隐私声明使用您的数据。