NoSQL Databases: Overview

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Learning Models over Relational Databases

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

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.

Data Modeling: Concepts and Applications

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

Entity-Relationship Model

Introduces the Entity-Relationship model for designing databases with a focus on conceptual and relational aspects.

Query Processing with Relational Operations

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

Data Wrangling with Hadoop: Storage Formats and Hive

Explores data wrangling with Hadoop, emphasizing storage formats and Hive for big data processing.

Relational Model: Basics

Covers the basics of the relational model in database management systems, including data models, primary and foreign keys.

Data Management: Overview

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

Query Operators: Part 1

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

Modeling Interactions & Assemblies

Covers the modeling of interactions and assemblies in engineering simulations using Abaqus software.