Using Postgres and OpenAI to Power Your AI Recommendation Engine - RailsConf 2024
Discover how to build and optimize an AI recommendation engine using Rails, Postgres, and OpenAI. Learn scaling techniques for handling unique AI data needs.
The Very Hungry Transaction - Avoiding Risky Database Patterns
Explore how database transactions grow into liabilities, uncover problematic patterns, and learn strategies to maintain data integrity and database health.
Building a Control Plane for Data
Explore the concept of a data control plane, its key characteristics, and its role in the deconstructed data stack architecture. Learn from LinkedIn's former Big Data architect.
Building an ML Experimentation Platform for Easy Reproducibility
Learn to build an ML experimentation platform using lakeFS for version control and reproducibility. Explore creating frameworks, reproducing iterations, and building intuitive infrastructure with open-source tools.
Accelerating Enterprise Adoption of AI for Business Impact
Accelerate enterprise AI adoption for business impact. Learn market trends, challenges, and strategies to bridge AI with decision-makers using a universal semantic layer.
CDC Stream Processing with Apache Flink
Explore Apache Flink's capabilities as a data integration hub, focusing on its SQL engine for changelog processing, CDC data handling, and materialized view maintenance. Learn about data source semantics and system integrations.
Change Data Streaming Patterns with Debezium and Apache Flink
Explore change data capture with Debezium and Apache Flink for microservices. Learn outbox pattern, strangler fig pattern, and saga orchestration for reliable data exchange and long-running transactions.
Ten Years of Building Open Source Standards: From Parquet to Arrow to OpenLineage
Explore the journey of building open-source data standards, from Apache Parquet to Arrow to OpenLineage. Gain insights into successful project ideation, growth, and ecosystem impact in data management.
Creating Our Own Kubernetes and Docker to Run Data Infrastructure
Explore Modal's custom container infrastructure, including a Rust-based file system and runtime, to understand how they launch 1000s of large containers rapidly for efficient data processing.
Testing Models and Data in CI/CD Pipelines for Machine Learning
Explore best practices for testing ML models in CI/CD pipelines. Learn to validate models and data using deepchecks, addressing common pitfalls and ensuring continuous relevance and trustworthiness.
Declarative Orchestration: Why You've Been Thinking About the Wrong DAG the Entire Time
Explore declarative, asset-oriented orchestration in data pipelines. Learn how this approach simplifies tasks, ensures data integrity, and implements Data Mesh as a living asset graph.
How Developers Should Think About the Emerging AI Stack
Explore the future of AI development with industry experts. Gain insights on evaluating models, context windows, fine-tuning, and building AI applications for global deployment.
Support and Kanban Structure in Client Management - How They Work Together
Explore the synergy between Support and Kanban models in managing Drupal projects, focusing on client benefits, estimation, security updates, and capacity management.
Asking the Right Questions: How Business Managers and Project Leaders Can Gain Confidence in Drupal Security
Gain confidence in Drupal site security. Learn cost-effective techniques, technologies, and risk-balancing strategies for non-technical leaders to protect investments and make informed decisions.
Designing Digital Experiences for Inclusion
Explore inclusive product design principles and real-world applications for creating digital experiences that cater to diverse audiences, considering factors like literacy, tech proficiency, and bandwidth.
The Missing Link - Taxonomists and Taxonomy Governance
Explore the crucial role of taxonomists and governance in effective taxonomy management. Gain insights into best practices for organizing and structuring information.
Content Governance Models - A Story of Three Websites
Explore content governance models through case studies of three websites, examining strategies for effective content management and organization.
Designing Content Authoring Experiences
Explore innovative approaches to content authoring in Drupal, enhancing user experience and productivity for content creators.
Audience Experience - The WHY of Content Management
Explore the importance of audience experience in content management and its impact on digital strategies. Learn to prioritize user needs for effective content delivery.
Schema.org - Blueprints for Drupal - Pittsburgh 2023
Explore Schema.org implementation in Drupal for enhanced SEO and structured data. Learn best practices and tools for optimizing web content visibility.
Building and Running a Drupal Site Factory and Design System for UNESCO's Web Overhaul
Découvrez comment l'UNESCO a construit et gère une usine de sites Drupal et un système de design pour sa refonte web, normalisant des centaines de sites à travers le monde.