Different Streaming Methods with Apache Spark and Kafka
Explore real-time analytics using Apache Spark and Kafka. Learn about streaming methods, overcoming technical challenges, and innovative solutions for handling billions of daily events in a scalable, cost-efficient manner.
Real-Time Live Dashboard in Python Using Streamlit - Tutorial
Create a dynamic data science dashboard using Streamlit, featuring real-time updates for finance, marketing, or system monitoring. Learn key Streamlit components and Plotly Express charts integration.
Stream Processing and New Approaches: Edge Processing
Explore stream processing on the edge for real-time data analysis, enabling rapid anomaly detection and distributed machine learning using open-source software.
Introduction to Stream Processing with Apache Flink
Explore stream processing fundamentals and Apache Flink's capabilities for real-time data analysis, scalable applications, and event-driven architectures.
Intro to Big Data, Data Science & Predictive Analytics
Explore the diverse world of big data, data science, and predictive analytics. Gain insights into subfields, real-world applications, and the components of a big data pipeline across various industries.
Make Your Data AI-Ready with Microsoft Fabric and Azure Databricks
Discover how Microsoft Fabric and Azure Databricks collaborate to create a comprehensive, AI-powered analytics solution for enterprises, enabling teams to transform data into a competitive advantage.
Empowering Developers with Easy, Scalable Stream Processing on Kubernetes
Explore scalable stream processing on Kubernetes with Numaflow, an open-source framework enabling easy, cost-efficient data analytics for various engineering roles, powering large-scale operations at Intuit.
Tales at Scale - Analytics at 1000 QPS and Beyond
Explore high-performance analytics techniques for handling 1000+ queries per second, covering Apache Druid, CPU/IO optimization, and scaling strategies for heterogeneous workloads.
Changing the Face of Parking: Lessons Learned from SpotHero's Intelligent, Dynamic Rate Board
Optimize parking pricing with real-time data and machine learning. Learn how SpotHero revolutionized the $30B parking industry using IoT sensors and ML models for dynamic, minute-by-minute rate adjustments.
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.
Building a Real-Time Analytics Database
Odkryj tajniki tworzenia bazy danych do analityki w czasie rzeczywistym. Poznaj kluczowe koncepcje i najlepsze praktyki w tej dziedzinie.
Analyzing Daily Bank Transactions: Maximizing Insights for Credit Risk Assessment
Discover how to leverage daily bank transaction data for real-time credit risk assessment, transforming traditional financial analysis into dynamic insights for better decision-making.
Using Google Analytics Reports - Google Analytics Tutorial
Learn to navigate and customize Google Analytics reports, including acquisition, engagement, monetization, user attributes, and technology, to gain valuable insights into your website's performance.
Scaling Business with Real-Time ML in Microsoft Fabric Real-Time Analytics
Leverage ML on real-time data to scale business operations using Microsoft Fabric Real-time Analytics. Deep-dive into technical aspects for optimizing performance and decision-making.
Building Realtime Data Warehouses from Scratch - End-to-End Data Engineering Project
Design and implement a real-time data warehouse with Apache Airflow, Kafka, and Pinot. Create custom hooks, ingest batch and streaming data, and visualize evolving data using Apache Superset.
Breaking Out of the Habit of Bulk Loading Everything - Lessons from Streaming Data Integration
Explore transitioning from bulk loading to streaming data integration, leveraging Azure services for real-time analytics and long-term storage in data warehousing.
Efficient, Low Latency Ingestion to Large Tables via Apache Flink and Apache Iceberg
Learn efficient, low-latency data ingestion techniques using Apache Flink and Apache Iceberg for large tables. Explore integration challenges, performance optimizations, and comparisons with alternative solutions.
Targeted Pathway Proteomics Using TMT and Real-Time Analytics to Create GoDig Assays
Explore targeted pathway proteomics using TMT and real-time analytics for GoDig assays. Learn innovative techniques for hypothesis-driven research in systems biology.
Earthquake Early Warning Capabilities and Delivery Around the World - Part 1
Explore global earthquake early warning systems, their capabilities, and delivery methods in this comprehensive session from the AGU Fall Meeting 2011.
QuestDB - Building Blocks of a Fast Open-Source Time-Series Database
Dive into the architecture of QuestDB and discover how this open-source time-series database achieves high-speed performance through specialized timestamp handling, efficient data ingestion, and SQL extensions.
Modernizing Your Data Estate Using SQL from Cloud to Edge
Explore Microsoft's innovations in SQL data management, including Azure Synapse Link, Microsoft Purview, and hybrid capabilities for seamless cloud-to-edge integration and enhanced analytics.