Concept

NoSQL

Related lectures (32)

Introduces data frames as a space-efficient data representation with an extensible SQL-like language.

Distributed Transactions: Consistency Spectrum

Explores the spectrum of consistency in distributed transactions, from strong to eventual consistency, and the trade-offs involved.

Eventual Consistency: Actors and Data Structures

Explores eventual consistency, actors in Scala, and the importance of suitable data structures for achieving consistency in distributed systems.

Concurrency Control & Eventual Consistency

Covers concurrency control techniques and eventual consistency in databases, including two-phase locking, strict 2PL, and Dynamo's algorithm.

Relational Databases: Fundamentals

Covers relational and spatial databases, including storage, management systems, ACID properties, historical typologies, primary and foreign keys, and spatial functions.

Distributed Transactions: 2PC Principles and Replication Strategies

Explores 2PC principles, failure scenarios, and replication strategies in distributed transactions and discusses the transition from ACID to BASE properties in NoSQL systems.

Semantic Modelling: Tabular Data and RDF

Introduces semantic modelling through tabular data and RDF, covering relational databases, schema migration, future-proof schemata, SPARQL querying, and metaknowledge limitations.

Quantum Optics I: Stern-Gerlach Experiment

Explores the Stern-Gerlach experiment, strong measurements, cavity quantum electrodynamics, and quantum optomechanics.

Learning Models over Relational Databases

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

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.

Data-Intensive Systems: Relational Model and Algebra

Introduces the relational model and algebra, essential for understanding data-intensive systems and effective database management.