Serverless Machine Learning - A Beginner's Guide
Discover how serverless technology simplifies machine learning, from training to prediction. Learn to create a complete ML pipeline without extensive background knowledge or infrastructure management.
Streaming Database Changes with Debezium
Explore change data capture with Debezium, an open-source solution for streaming database changes. Learn implementation, use cases, and how to maintain data correctness in various scenarios.
Elasticsearch and Hibernate
Discover how Hibernate ORM and Elasticsearch can be seamlessly integrated for efficient data synchronization, automatic indexing, and powerful querying capabilities in Java applications.
Offline First Apps with WebComponents
Explore offline-first web apps using WebComponents. Learn caching, in-browser databases, and data replication for seamless user experience, even without connectivity. Includes live coding demo.
Docker Container Lifecycles - Problem or Opportunity
Explore Docker image control in production pipelines, implementing promotion models and distribution strategies for enhanced container lifecycle management.
Apache Sling as an OSGi-powered REST Middleware
Explore Apache Sling's capabilities as a REST middleware, unifying multiple data sources through a single Resource API for efficient web application development.
Forschungsdateninfrastruktur und Langzeitarchivierung
Einführung in Forschungsdatenmanagement: Schritte und Überlegungen zur langfristigen Erhaltung und Auffindbarkeit von Daten. Vorstellung grundlegender Architektur und wichtiger Konzepte wie OAIS-Modell, Metadaten und FAIR-Prinzipien.
Reduce System Complexity with Data-Oriented Programming
Explore Data-Oriented Programming principles to reduce system complexity, focusing on immutable data, generic structures, and flexible validation techniques for more maintainable software systems.
Apache Kafka and KSQL in Action - Let's Build a Streaming Data Pipeline
Build real-time streaming data pipelines using Apache Kafka, Kafka Connect, and KSQL. Learn to filter events, enrich data streams, and perform streaming aggregates for anomaly detection.
Streaming Database Changes with Debezium
Explore change data capture with Debezium, an open-source solution for streaming database changes. Learn implementation, use cases, and how to react to change events in near real-time.
Data Streaming for Microservices Using Debezium
Explore change data capture with Debezium for real-time data streaming in microservices. Learn implementation, use cases, and live demo of setting up streams without code changes.
Data in a Microservices World - From Conundrum to Options
Explore data architecture challenges in microservices, including state sharing, inter-service communication, and security. Learn practical solutions and see demonstrations of key concepts.
You Got Arrested by the CAP, You Have the Right to Remain Consistent
Explore patterns for handling distributed transactions, scaling data across data centers, and migrating schemas without downtime in large-scale microservices architectures.
Embracing Database Diversity with Kafka and Debezium
Modernize legacy systems using Event Sourcing: Capture data with Debezium, process with Kafka Streams, and store in diverse databases for flexible, context-specific data access and improved scalability.
How to Choose the Right Database for Your Application
Explore database types, their strengths, and use cases to make informed choices for your application's data management needs in this comprehensive overview.
Principles and Practices of Building Machine Learning Systems
Explore challenges and solutions in deploying machine learning models to production, focusing on infrastructure, monitoring, and tools, with insights from large-scale recommender systems at Storytel.
Knowledge is Imperfect - Acting on Stale, Inconsistent or Missing Data
Explore strategies for handling imperfect data in decision support, disaster response, and connected devices. Learn to address challenges in distributed systems and improve data quality.
Lessons from Building a Platform for Commercial Drones
Insights from developing a commercial drone platform, covering hardware, software, and cloud components. Explores challenges, solutions, and applications in various industries.
Webs of Data
Explore the potential of connected information beyond traditional web applications, and learn how emerging technologies are reshaping data integration and global identity.
Big Data - Challenges & Opportunities
Explores Big Data's potential, challenges, and societal impact. Discusses volume, privacy, talent shortage, and technical issues. Examines promising sectors and the balance between corporate interests and social good.
The Big Data Developer
Explore big data technologies beyond Map/Reduce and NoSQL, understanding their practical applications and potential for innovation in data-driven businesses.