Relational Databases: Fundamentals and ACID Properties

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Related lectures (32)

Query Processing with Relational Operations

Covers query processing with relational operations, including query optimization and different join algorithms.

DBMS Principles and Operators

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

Relational vs NoSQL: Evolution and Comparison

Explores the historical debate between relational and non-relational data models, covering key characteristics and examples of each.

Handling Data: Intro to Pandas

Introduces the fundamentals of handling data, emphasizing the importance of Pandas and data modeling for effective analysis.

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.

Learning Models over Relational Databases

Explores learning models over relational databases, emphasizing prediction quality and the importance of structure-aware learning.

Query Processing: Relational Operations and Models

Discusses query processing models and relational operations, focusing on selections, projections, and joins in data-intensive systems.

Data Management: Efficient Storage and Indexing

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

Query Operators: Part 1

Explores query processing steps, physical plans, pipelined execution, and hashing for projections and joins.

Data Management: Overview

Introduces fundamental concepts of data management, including data models, databases, and key tasks.

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.

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