Fact vs. Delta Event Types in Event Streaming - Module 2
Explore properties, scenarios, and examples of Fact, Delta, and Composite event types. Learn usage recommendations and avoid pitfalls in event design for effective event streaming.
Normalization vs. Denormalization in Event Streaming - Module 4
Explore trade-offs between normalized and denormalized event data models in relational and document databases. Learn strategies for efficient data handling in event streaming systems.
Operationalizing Pluralsight's Data with Materialize
Discover how Pluralsight leverages Materialize to replace complex streaming systems, enabling real-time analytics and applications through SQL-based materialized views for faster, cost-effective data operations.
Data Indexing with RGB: Ruby, Graphs, and Bitmaps - Lecture
Explore data indexing using Ruby, graph databases, and bitmap stores to build a unique data engine for faster dataset interrogation and cross-market analysis.
How Vercel Builds Dozens of Metrics from One Heterogenous Table
Discover how Vercel leverages a single heterogeneous table to create multiple metrics, empowering stakeholders and streamlining decision-making across business, technical, product, and operational domains.
Build Faster, More Responsive Analytics with a Semantic Layer - Cube Workshop
Optimize data queries using a semantic layer for swift, responsive analytics. Learn from experts how to overcome sluggish queries and meet user expectations effectively.
Understanding Graph Databases with Neo4j
Explore graph databases and Neo4j to uncover deeper insights through data relationships, gaining a more flexible and insightful view of your information.
Google Cloud Data Analytics in 10 Minutes
Explore Google Cloud's data analytics solutions through a practical demo, uncovering insights on fleet and fuel inefficiencies using BigQuery and machine learning.
Introduction to Looker - Uncovering Insights with Data Analysis
Explore Looker's capabilities for data analysis in Google Cloud. Learn about its architecture, problem-solving features, and see technical demos showcasing its practical applications for startups.
NoSQL in Real-Life Projects: Lessons Learned and Best Practices
Explore real-world applications of NoSQL databases, learn design principles for non-relational data models, and understand when to use direct client access versus API layers.
Neural Graph Databases: Combining GNNs with Labeled Property Graphs
Explore neural graph databases, combining graph databases with graph neural networks using LPG2vec encoder for improved prediction accuracy in complex graph datasets.
Building Permissions into Data Modeling
Explore a design pattern for integrating complex permissions into data models, enhancing reliability and performance in large-scale applications like social networks.
What's Wrong with the Medallion Architecture? - Analyzing Data Curation Stages in Lakehouses
Explore data curation stages in lakehouses, analyzing schema evolution, cleansing, validation, and modeling techniques. Learn practical insights for designing optimal data platforms.
The Developer's Guide to Data Modelling with Document Databases
Learn effective data modeling techniques for document databases, focusing on methodology, practical application, and understanding tradeoffs to optimize your application's performance and development speed.
The Developer's Guide to Data Modelling with Document Databases
Learn best practices for developing flexible and efficient data models with document databases, including methodology, practical examples, and trade-offs to optimize application performance.
The Developer's Guide to Data Modelling with Document Databases
Learn best practices for developing flexible and efficient data models with document databases, including methodology, practical examples, and trade-offs to optimize application performance.
Indexing, Searching, and Aggregation with RediSearch and .NET
Explore RediSearch: index, query, and aggregate Redis data efficiently. Learn to build indices, query objects, and aggregate results using RediSearch and .NET.
End-to-End Modern Data Engineering with DBT and BigQuery
Master modern data engineering with DBT and BigQuery. Set up, link, transform data, convert tables to views, seed data, write tests, and generate documentation in this comprehensive tutorial.
One Dataset and Three Use Cases with Microsoft Fabric
Leverage World Bank Open Data with Microsoft Fabric using various methods, model data, and create stunning reports in this demo-filled session on end-to-end solutions.
The Fundamentals of DAX Contexts
Embark on an African Safari-themed adventure to master DAX contexts, exploring row and filter contexts through captivating wildlife visuals. Gain essential skills for data analysis and business intelligence.
Data Modelling Showdown: Unravelling the Mysteries of Different Data Modelling Approaches
Explore diverse data modelling approaches, from Dimensional to Data Vault, understanding their strengths and optimal use cases for effective data management and analytics.