Azure Databricks Using Python With PySpark
Explore Python and PySpark in Azure Databricks: from basic concepts to advanced techniques, including DataFrame API, ML scaling, and data visualization.
Azure Databricks with R - Deep Dive
Explore Azure Databricks using R for big data and machine learning. Learn Spark architecture, APIs, workspaces, and data manipulation techniques for efficient cloud-based analytics.
Azure Databricks - A Brief Introduction
Explore Azure Databricks, a Big Data service based on Apache Spark. Learn about its features, security, and integration with Python, R, SQL, and machine learning frameworks.
Demystifying Stream Processing with Apache Kafka
Demystifying stream processing with Apache Kafka, exploring key features, benefits, and challenges. Introduces Kafka Streams library, highlighting its unique design decisions and tradeoffs in the stream processing landscape.
IoT Data Processing and Analysis on AWS - Real-Time and Ad-Hoc Approaches
Explore IoT data processing on AWS, covering real-time analysis, streaming frameworks, data persistence, and serialization formats for effective metric data management and analysis.
Reactive Streams - Handling Data-Flows the Reactive Way
Explore reactive streams for handling data flows, focusing on back-pressure and distributed processing. Learn principles, examples, and implementations using Akka and Java 8.
Open Source Challenges in the Enterprise - Mark Little, Red Hat Inc.
Explore enterprise open source challenges, benefits, and success factors. Gain insights into its impact on technology, industry adoption, and future implications for software development and innovation.
Accelerating Research with Microsoft Azure - Dr. Kenji Takeda, Microsoft
Explore cloud computing with Azure for faster, reproducible data science research. Hands-on labs cover deep learning, NLP, ML deployment, and more across various scientific disciplines.
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.
No Data Silos with Azure Blob Storage
Explore Azure Blob Storage's capabilities for unified data lakes, multi-protocol support, and secure scaling solutions to effectively manage and store data from various sources in the cloud.
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.
Full-Stack Flux Architecture in React.js - React.js Conf 2015
Explore full-stack Flux architecture, its advantages in scaling actions and queries, and how it can revolutionize backend development for more efficient and scalable web applications.
RocksDB Usage at LinkedIn - FollowFeed and Apache Samza
Explore LinkedIn's use of RocksDB in FollowFeed and Apache Samza, covering architecture, performance, and real-world experiences with this powerful database system.
HBase and Its Associated Services - Data@Scale
Explore Pinterest's journey in scaling Feed storage using HBase, covering architecture, challenges, and optimizations for high-performance personalized content delivery.
Volcano - Cloud Native Batch System for AI, BigData and HPC
Explore Volcano, a cloud native batch system for AI, BigData, and HPC. Learn about its features, use cases, and integration with computing ecosystems to accelerate workloads and improve cluster utilization.
Building WASM-Powered Distributed Stream Platform
Explore WASM-powered distributed stream processing with Fluvio, enabling efficient in-line computation and deployable anywhere. Learn about SmartModule integration and its benefits for various use cases.
The Evolution and Innovation of CubeFS
Explore CubeFS, a cloud-native distributed storage solution for big data, machine learning, and data sharing. Learn about its protocols, redundancy strategies, and hybrid-cloud acceleration features.
How to Secure the Journey to Big Data Microservices - Fraud Management at Arvato
Explore Arvato's secure migration to microservices for fraud detection, featuring Docker containers, data protection compliance, and machine learning integration in a Big Data environment.
Security in the Cloud - Jon Crowcroft
Explore cloud computing security challenges and innovative solutions using trusted computing hardware to create a secure big data platform for confidential and integral cloud operations.
AI-Powered Vector Search Engine Weaviate - Introduction and Demo
Explore Weaviate, an AI-powered vector search engine for unstructured data, featuring scalar search, graph connections, and modular architecture for advanced data retrieval.
Living on the Edge to Meet Today's Demands
Explore edge computing's role in meeting modern demands through insights from industry experts on challenges, opportunities, and future trends.