Building Hyper-Personalized LLM Applications with Rich Contextual Data - DE4AI
Explore the concept of Full RAG (Retrieval-Augmented Generation) and its potential to revolutionize user experiences across industries in this 28-minute talk by Mike Del Balso, co-founder of Tecton. Examine four levels of context personalization, from ba…
A Brief History of Data - From Early Computing to Real-Time Streaming
Explore the evolution of data management from early computing to modern real-time systems. Gain insights into technological advancements shaping our understanding and utilization of data.
Machine Learning Pipeline Using Streaming IoT Sensor Data
ストリーミングIoTセンサーデータを活用した実用的な機械学習パイプラインの構築方法を紹介。MapRとH2Oを使用し、リアルタイム予測を実現する大規模IoTシステムの実装プロセスを解説。
How Digital Data Collection Methods Impact Scientific Inference - Dr. Rebekah Tromble
Explore how digital data collection methods impact scientific inference, focusing on Twitter data analysis, APIs, and logit regression. Learn to navigate challenges in social and cultural research.
Designing and Implementing a Real-time Data Lake with Dynamically Changing Schema
Learn to build a robust streaming ETL pipeline that handles dynamically changing schemas and new event types without downtime, using Delta Lake and Databricks for real-time data lake implementation.
NBA Analytics - Evolution and Impact in Professional Sports
Explore the evolution of sports analytics in the NBA, its impact on teams, and how data drives competitive advantage in professional basketball.
Delta from a Data Engineer's Perspective - Creating Robust Big Data Solutions
Explore a data engineer's challenges in creating robust Big Data solutions, covering Delta, Spark streaming, schema enforcement, and time travel functionality in data processing.
How to Build a Cloud Data Platform - Machine Learning and Business Intelligence - Part 4
Learn to leverage Delta Lake for dashboards and advanced analytics, enabling downstream teams with machine learning and business intelligence capabilities on a unified data platform.
How to Avoid Overcomplicating Your Data Architecture
Explore strategies for simplifying data architectures, modernizing infrastructures, and leveraging real-time streaming for AI. Learn to navigate complexity and achieve faster results in data engineering.
Bringing Transactionality to the Streaming Ecosystem - Webinar
Explore modern streaming data platforms for real-time transaction processing, focusing on durability, scalability, and performance in critical data paths. Learn from Alpaca's experience re-engineering their order management system.
Real-time Trade Data Processing and Machine Learning at Giga-Scale with Hazelcast and FINOS Perspective
Explore scalable real-time trade data processing using Hazelcast and FINOS Perspective. Learn to architect high-performance applications combining streaming data, reference data, and machine learning for front and back office use-cases.
Building Next-Generation Audience Targeting and Analytics at NBCUniversal
Explore NBCUniversal's data-driven approach to audience targeting using Apache Mesos, DC/OS, Spark, Kafka, and Cassandra for real-time analytics and personalized data services.
Declarative Reasoning with Timelines: The Next Step in Event Processing
Explore declarative reasoning with timelines for advanced event processing. Learn stream-native query abstractions and simplified time-based reasoning techniques for modern data processing challenges.
Introducing Apache Pinot: Real-time Analytics for Large-Scale Data
Explore Apache Pinot's real-time analytics capabilities, architecture, and data model. Learn about its query language, indexing, and use cases in high-performance applications.
Streaming Data Enrichment and Analysis with Redpanda, CDC, and Python
Explore real-time data enrichment using streaming platforms, Debezium for CDC, and Python-based ML for sentiment analysis. Learn strategies for data aggregation and visualization in modern streaming architectures.
Boeing's Use of Streaming Data for Flight Deck and OCC Enhancement
Explore Boeing's use of streaming data to monitor flights, detect aviation events, and enhance decision-making for pilots and operations control centers using advanced data technologies.
Data Engineering on the Data Intelligence Platform - A Comprehensive Guide
Explore data engineering on Databricks' platform: ingest, transform, and orchestrate data at scale. Learn about streaming pipelines, data quality, and AI-powered tools for real-time insights.
Delta Live Tables - Building Reliable ETL Pipelines with Azure Databricks
Build fast, reliable, and scalable ETL pipelines using Delta Live Tables on Azure Databricks. Learn declarative approaches and see demos of simple and complex streaming pipelines.
Simplifying Streaming Data Transforms With WASM
Explore WASM-based data transformation for simplified, high-performance real-time applications and data pipelines. Learn architecture, use cases, and see a live demo with Redpanda.
Connect IoT with RSocket - Simplifying Device Communication
Explore RSocket, an open-source reactive protocol for IoT-cloud communication. Learn its benefits, deployment models, and how it simplifies service discovery and bi-directional data flow.
Opening Doors Through Open Source - Benefits and Insights from LinkedIn
Discover the hidden benefits of open source for engineers and organizations, from improved code quality to enhanced company culture and reputation.