Кто читает:: Департамент программной инженерии

Статус:: Курс обязательный

Когда читается:: 3-й курс, 1, 2 модуль

Преподаватель

Брейман Александр Давидович

Full Syllabus

Abstract

The course attendants should develop skills and understanding in: the design methodology for databases and verifying their structural correctness; implementing databases and applications software in the relational model as well as in map/reduce paradigm; using querying languages, primarily SQL, and other database supporting software; applying the theory behind various database models and query languages; implementing security and integrity policies relating to databases; working in group settings to design and implement database projects.

Learning Objectives

Can design conceptual, logical and physical relational data models.
Can compose queries to relational databases using relational algebra, tuple relational calculus and SQL.
Apply methods of database design, including entity-relationship approach and normalization-based approach.
Knows and is able to apply database application design and development methods usable for object-oriented program systems, including object-relational mappers, its advantages and disadvantages.
May reason on database systems performance based on knowledge models and methods of internal organization of relational databases including file storage, indexing, query processing and transaction management issues.

Expected Learning Outcomes

Able to build conceptual data models
Able to compose SQL queries using set (and bag) operators

Course Contents

Introduction into data management
Data Modeling
Database Design: E/R and UML Approaches
Relational Model
Relational Database Design
Relational Query Languages
SQL: Structured Query Language
Application Design and Development
Storage and File Structure
Indexing and Hashing
Query processing
Transaction management
Distributed and parallel databases

Assessment Elements

essay
group project
quiz
midterm test
written exam
work on seminars

Interim Assessment

2024/2025 2nd module
0.07 * essay + 0.21 * group project + 0.14 * midterm test + 0.07 * quiz + 0.21 * work on seminars + 0.3 * written exam

Bibliography

Recommended Core Bibliography

Foster, E. C., & Godbole, S. (2016). Database Systems : A Pragmatic Approach (Vol. Second edition). [United States]: Apress. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1174505
Petrov, A., & O’Reilly for Higher Education (Firm). (2019). Database Internals : A Deep Dive Into How Distributed Data Systems Work (Vol. First edition). Sebastopol, CA: O’Reilly Media. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=2250514

Recommended Additional Bibliography

Celko, J. (2014). Joe Celko’s SQL for Smarties : Advanced SQL Programming (Vol. Fifth edition). Amsterdam: Morgan Kaufmann. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=924899
Connolly, T. M., & Begg, C. (2015). Database Systems: A Practical Approach to Design, Implementation, and Management, Global Edition (Vol. Sixth edition, Global edition). Harlow: Pearson. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1419568
Databases reference sheets: Date with Java, SQL, XML, JAXB, JDBC, JPA, JPA Inheritance / Rodrigo García Carmona. (2016). Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsbas&AN=edsbas.991AD36F
Date, C. J. (2015). SQL and Relational Theory : How to Write Accurate SQL Code (Vol. Third edition). Sebastopol, CA: O’Reilly Media. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1099367
Date, C. J. (2016). The New Relational Database Dictionary : Terms, Concepts, and Examples (Vol. New and expanded edition). Sebastopol, CA: O’Reilly Media. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1136522
Haq, Q. M. R. U. (2016). Data Mapping for Data Warehouse Design. Amsterdam: Morgan Kaufmann. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1115852
Jukic, N., Vrbsky, S., & Nestorov, S. (2017). Database Systems : Introduction to Databases and Data Warehouses. Burlington, Virginia: Prospect Press. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1562389
Mohanty, H., Bhuyan, P., & Chenthati, D. (2015). Big Data : A Primer. New Delhi: Springer. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1020194
Ottinger, J. B., Linwood, J., & Minter, D. (2016). Beginning Hibernate : For Hibernate 5 (Vol. Fourth edition). [United States]: Apress. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1360349
Rad, R. (2016). Mastering Hibernate. Birmingham, UK: Packt Publishing. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=1239416

Authors

BREYMAN ALEKSANDR DAVIDOVICH
Петрухина Анастасия Сергеевна

Бакалаврская программа «Прикладной анализ данных»

Контакты

Databases