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USC CSCI 585 Fall 2023 (Database Systems)

Description

This course covers the essential concepts, principles, techniques, and mechanisms for the design, analysis, use, and implementation of computerized database systems. Key information management concepts and techniques are examined: information modeling and representation; information interfaces - access, query, and manipulation, implementation structures, and issues of distribution.

The database and information management system technology examined in this course represents the state-of-the-art, including traditional approaches as well as recent research developments. By providing a balanced view of "theory" and "practice," the course should allow the student to understand, evaluate, and utilize practical database and information management systems.

The course is intended to provide a basic understanding of the issues and problems involved in database systems, knowledge of currently practical techniques for satisfying the needs of such a system, and an indication of the current research approaches that are likely to provide a basis for tomorrow's solutions. In a single word, this course is about - data :) Another single word: 'fun'!!

-- Dr. Saty Raghavachary

Homework

No. Name HW Page Tags Score
1 HW1 Link Database Management DBMS ER Diagrams EER Diagrams Entity 6 / 6
2 HW2 Link Structured Query Language PL/SQL Subqueries Oracle Sequences 3.9 / 6
3 HW3 Link Geospatial Data Spirograph Convex hull GIS Google KML ArcGIS 6 / 6
4 HW4 Link Machine Learning Sigmoid Activation Neural Network ML Algorithm 6 / 6

Exam

No. Name Review Tags Score
1 MidTerm Review SQL Normalization Performance Tuning DB Connectivity ERD 22 / 35
2 Final Review NoSQL BI MapReduce DM / ML Spatial DBs Data Viz Json 32.25 / 35

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