Lectures related to Document-oriented database

Covers the origins, properties, and types of NoSQL databases, focusing on MongoDB and the CAP theorem.

Covers data wrangling techniques using Hadoop, focusing on row versus column-oriented databases, popular storage formats, and HBase-Hive integration.

NoSQL Databases: Origins and Types

Covers the origins and types of NoSQL databases, focusing on MongoDB and CRUD operations.

Numerical Analysis of Incompressible Fluid Flow

Covers the software system Channelflow for numerical analysis of incompressible fluid flow in channel geometries, including spectral methods and invariant solutions.

NoSQL Databases: Overview

Explores the world of NoSQL databases and MongoDB's key features.

Latent semantic indexing: inverted files

Explores term-offset indices in inverted files and relevance feedback solutions.

Queries with for

Explores the for notation for querying databases using examples with a mini-database of books.

Structure Database

Explores structured databases for materials at the process level and waste treatment.

Relational vs NoSQL: Evolution and Comparison

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

Data, big data, clouds and IoT

Explores data representation, databases, cloud computing, and challenges in the cloud environment.

AQP and Modern DBMS

Explores challenges in modern DBMS, AQP trade-offs, and NAND flash technology evolution.

Integrating Scalable Data Storage and Map Reduce Processing with Hadoop

Covers the integration of scalable data storage and map reduce processing using Hadoop, including HDFS, Hive, Parquet, ORC, Spark, and HBase.

Computing: From 1 and 0 to Databases

Introduces computing basics, from logic gates to databases, emphasizing data integrity.

EPFL Campus Overview

Covers the EPFL campus facilities, research areas, fellowship process, and program requirements.

NoSQL databases: MongoDB features

Discusses the development and features of MongoDB, a NoSQL document-oriented database.

Relational Databases: Fundamentals and ACID Properties

Covers relational databases, transactions, and data consistency in the context of historical database typologies.

Spatial relations and topology: summary

Covers spatial relations in general, focusing on topology and its role.

Advanced Metaprogramming Queries: Code Volume & Complexity

Explores managing large codebases, higher abstraction levels, CodeDB, Datalog queries, and program analysis.

Stockage et transmission des données 1: introduction; besoin de structure

Discusses the importance of structuring data for efficient storage and retrieval.

Data Modeling: Concepts and Applications

Introduces data modeling concepts, SQL usage, and Pandas library applications for efficient data processing.