Database systems are modern data storage and processing systems, including relational databases, cluster computing systems, streaming and machine learning systems. Common sub-topics include Data Models, Query Language (SQL), Database Design, Query Optimization & Indexing, etc.
To study Database Systems students need to know high school algebra and have proficiency in Computer Programming
UC Berkeley
Spring 2023
This project-heavy course covers access methods, data models, query languages, database services, and interfaces. It introduces transaction processing and requires CS 61A, CS 61B, and CS 61C as prerequisites/corequisites. It suggests proficiency in Java for project work.
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+ 23 more conceptsStanford University
Winter 2022
This course delves into the architecture of modern data storage and processing systems, including databases, cluster computing, and machine learning systems. It covers database architecture, query optimization, transaction management, and parallel processing. CS 145 and CS 161, or equivalent, are expected as prerequisites.
No concepts data
+ 13 more conceptsStanford University
Fall 2022
This course primarily focuses on the utilization of databases in applications, scaling for large datasets, and effective data systems design. It explores relational data models, SQL, and schema design, concluding with a hands-on SQL+Python project. The course requires CS 103 and CS 107 or equivalent as prerequisites.
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+ 17 more conceptsCarnegie Mellon University
Fall 2016
This course introduces databases, data models, SQL, database design, query optimization, indexing, and transaction management. It aims to impart understanding of when and how to use database management systems. The course is heavily based on the textbook "Database Management Systems" by Raghu Ramakrishnan and Johannes Gehrke.
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+ 20 more concepts