Google Dataflow - The New Open Model for Batch and Stream Processing
Explore Google Dataflow's unified batch and stream processing model through real-time demonstrations, practical insights, and visualization techniques for managing data streams.
Graph Databases and the Panama Papers
Explore the Panama Papers leak using graph databases, focusing on how ICIJ utilized this technology to analyze 3TB of data and provide an accessible interface for investigative journalists.
Machine Learning for Developers
Explore predictive capabilities and voice recognition for developers. Learn to build smart apps using AWS Machine Learning and Amazon Alexa, enabling voice-powered experiences and custom skills.
Machine Learning Using Kubeflow and Kubernetes
Explore machine learning workflows on Kubernetes using Kubeflow, covering deployment, training, inference, and advanced features like hyperparameter tuning and automated pipelines.
Video Analytics for Football Games
Explore real-time video analytics for football games using Apache Beam, machine learning, and cloud technologies to detect events, track players and ball, and perform game analytics.
Using Open Source Tech to Swap Out Components of Your Data Pipeline
Explore open-source technologies for flexible data pipelines, from Apache Kafka to BigQuery, with easy component swapping and cloud deployment options.
Introduction to Kusto
Explore Kusto for interactive Big Data analytics on Azure. Learn advanced querying, monitoring, and debugging techniques used at DocuSign through practical examples and demonstrations.
Crash Course in Kubernetes Monitoring
Learn to instrument applications, gather metrics, and act on aggregate data for effective Kubernetes monitoring using Prometheus and Grafana in cloud-native environments.
Social Implications of Bias in Machine Learning
Explore how machine learning amplifies social biases, examine real-world examples, and discover solutions to drive positive change. Learn to assess impact and transform risks into powerful solutions.
Bulletproof Java Enterprise Applications for The Hard Production Life
Strategies for building resilient Java Enterprise applications in production, covering circuit breakers, bulkheads, backpressure, and telemetry using MicroProfile and service meshes.
Machine Learning at LinkedIn
Explore LinkedIn's approach to scaling AI and ML systems, focusing on improving productivity and accessibility for engineers across product groups.
Particle Accelerators and Java with Quarkus
Discover Quarkus: Java's answer to nimble cloud-native technologies. Experience supersonic, subatomic Java that makes frameworks like Hibernate and Apache Camel faster, smaller, and more scalable than ever before.
Fast Data Analytics in 2 Simple Steps
Learn to implement fast, efficient stream processing with a distributed in-memory cache using Java. Discover techniques for analyzing in-memory data and integrating external data sources for high-performance analytics.
Streaming ETL on the Shoulders of Giants
Explore configuration-based streaming ETL pipelines between MongoDB and Apache Kafka using Kafka Connect framework, focusing on data integration scenarios without coding.
Platform Building for Data Mesh - Show Me How It Is Done
Demystifying Data Mesh through practical platform building, focusing on components, patterns, and technologies for developing and reusing data products in cloud-native environments.
Analytics Capabilities Architectural Patterns - A Journey for Data-Driven Insights
Explore enterprise data-driven journeys through analytical capabilities, architectural patterns, and practical examples. Learn to navigate data platform decisions and support scalable innovation.
Finding Needles in Ever Increasing Haystacks - Scalability with Elasticsearch
Explore Elasticsearch's distributed architecture, efficiency, and resilience for modern data challenges. Learn about ingestion, sharding, replication, and search distribution techniques.
Pharma Research Automation by Connecting Researchers with Robots and Systems
Automating pharma research processes using business process modeling to integrate researchers, robots, and systems, enhancing efficiency and standardization in drug discovery and development.
The Data Lakehouse for Streaming Data - A Talk for Everyone Who Loves Data
Explore data lakehouses: combining data lakes and warehouses for reliable, flexible data management. Learn about open-source projects, streaming data support, and see a live Twitter sentiment analysis demo.
Unlocking the Power of Big Data, Analytics & AI
Explore Payzy, a mobile app revolutionizing e-transactions in Greece. Learn about its innovative tech stack, including AI-powered features like conversational assistants and recommendation systems.
Dataframes, Collections, and Streams in Java
Explore dataframes, collections, and streams in Java using built-in features and libraries like Eclipse Collections and Dataframe-EC. Learn to manipulate data efficiently for data science and collection management.