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[DS Course] Basic SQL for AI/Data Science

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In the realm of AI and Data Science, the ability to efficiently retrieve and manipulate data is paramount. This course introduces learners to the foundational concepts of Structured Query Language (SQL), emphasizing its significance in data-driven decision-making processes. Participants will gain hands-on experience in querying databases, designing table structures, and performing data operations, all tailored to the unique demands of AI and Data Science projects. By the end of this course, students will possess the essential SQL skills required to seamlessly integrate database management into their AI and Data Science workflows. Main Topics: ๐Ÿ“š 1 Introduction to Databases and SQL ๐ŸŒ Overview of relational databases Importance of SQL in AI and Data Science 2 Basic SQL Queries ๐Ÿ“ SELECT statements WHERE clauses and filtering data JOIN operations and combining tables 3 Designing Database Structures ๐Ÿ—๏ธ Normalization principles Creating and modifying tables 4 Advanced Data Operations ๐Ÿ” Aggregation functions Subqueries and nested queries 5 SQL Best Practices for AI and Data Science ๐Ÿค– Efficient data retrieval techniques Data preprocessing using SQL Equip yourself with the power of SQL and elevate your AI and Data Science projects to new heights! ๐Ÿš€

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