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Lecture
Learning Models over Relational Databases
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Related lectures (32)
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Database Management Systems: Overview
Covers database management systems principles, design, implementation, and storage options like flat CSV files.
Relational Databases: Summary
Concludes the exploration of relational databases and introduces database management systems.
Relational Databases: Summary
Covers relational databases and database management systems basics for upcoming lessons.
Query Operators: Joins and Query Processing Techniques
Discusses advanced query operators, focusing on join techniques and their processing methods in relational databases.
Data Storage and Transmission: Metadata for Disks
Explores the importance of metadata in organizing media libraries and the challenges in retrieving specific works or artists efficiently.
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.
Querying a database: the SQL language
Covers the SQL language for interacting with databases through structured queries, including selecting, filtering, aggregating, and sorting data.
NoSQL Databases: Overview
Explores the world of NoSQL databases and MongoDB's key features.
DBMS Principles and Operators
Covers the fundamentals of DBMS, relational algebra operators, and their importance in managing large datasets.
Data Management: Efficient Storage and Indexing
Covers efficient data storage, indexing, and management in databases.
