Relational Databases: Fundamentals

Related lectures (32)

Covers query processing with relational operations, including query optimization and different join algorithms.

Discusses file systems, focusing on data organization, indexing techniques, and their impact on database performance.

Discusses advanced query operators, focusing on join techniques and their processing methods in relational databases.

Introduces data modeling concepts, SQL usage, and Pandas library applications for efficient data processing.

Introduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.

Explores learning models over relational databases, emphasizing prediction quality and the importance of structure-aware learning.

Explores the world of NoSQL databases and MongoDB's key features.

Covers SQL data definition, manipulation, and views in databases.

Concludes the exploration of relational databases and introduces database management systems.

Covers relational databases and database management systems basics for upcoming lessons.

Explores query optimization fundamentals, heuristics-based optimizers, cost estimation, and decision-making impact on performance and scalability.

Introduces relational query languages, focusing on algebra operators and query optimization.

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