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Related lectures (32)

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Data Management: Efficient Storage and Indexing

Covers efficient data storage, indexing, and management in databases.

DBMS Principles and Operators

Covers the fundamentals of DBMS, relational algebra operators, and their importance in managing large datasets.

Efficient Analytics: Adapting to Modern Data Challenges

Covers the adaptation of analytics systems to modern hardware and data challenges, focusing on efficiency and scalability through innovative approaches and hybrid systems.

Parallel Databases

Explores parallel and distributed databases, covering architectures, query optimization, data storage, and distributed transactions.

Relational Algebra Equivalences: Optimization Techniques

Explores relational algebra equivalences for optimizing query performance through efficient tuple generation and join operations.

Spark Data Frames

Covers Spark Data Frames, distributed collections of data organized into named columns, and the benefits of using them over RDDs.

SQL Client-Server Architecture + IDE

Covers the architecture of a typical DBMS and SQL interfaces like SQL Developer and DataGrip.

Data Modeling: Concepts and Applications

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

File Organization and Indexing

Explores file organization, indexing methods, and database storage design, including record formats, page formats, and index classification.

Efficient Graph Queries: Memory Constraints

Explores scaling pattern matching in large graphs and optimizing query execution under memory constraints using work-sharing and batch processing.