Building Successful Data Teams in the Realities of 2023
Discover practical strategies for building and managing effective data teams, from ROI measurement to organizational structure, technical debt handling, and developing high-performing analytics capabilities.
How to Treat Your Data as a Product - Data Governance and Strategic Value
Discover essential strategies for transforming data into a valuable product through effective governance, quality management, and monetization principles for enhanced business value and innovation.
Capturing and Validating Real World Movements of Millions of People
Discover how Foursquare processes billions of GPS records to accurately track and validate real-world movement patterns, using advanced algorithms for stop detection and venue attachment.
Boosting LLM Accuracy with Entity Resolution-based RAG
Discover how Entity Resolution enhances RAG systems for LLMs, improving accuracy when handling structured enterprise data like customer records through real-time unified data processing.
Unlocking Innovation - A Strategic AI Framework for Transforming Data into Business Value
Discover a six-layered AI framework that transforms data management, MLOps, and visualization into strategic business outcomes while exploring GenAI and Agentic AI's revolutionary potential.
Integrating AI with Real-time Data and RAG - Part 2
Dive into practical methods for integrating fine-tuned AI systems with external data sources, focusing on Retrieval Augmented Generation (RAG) and real-time data connectivity for enhanced AI applications.
NVM Express Flexible Data Placement (FDP) - Architecture and Implementation
Dive into NVM Express® Flexible Data Placement (FDP) architecture, exploring data management techniques to optimize SSD performance, reduce write amplification, and extend device longevity.
AI Inference Engine for Object Storage Systems
Discover how AI inference capabilities enhance object storage systems by automating metadata generation, enabling advanced object detection, and improving searchability of stored data.
Container Data Backup Beyond CSI - Understanding Kubernetes Native Solutions
Explore container data protection beyond CSI, covering Kubernetes-native backup solutions, architectural frameworks, and integration with various storage models for robust data security and recovery.
Data Management in the Hybrid Multi-cloud Era - Managing Unstructured Data with Crystal
Discover how to manage unstructured data sprawl across hybrid multi-cloud environments using Crystal, an open-source platform for unified data protection, security, governance, and insights optimization.
Codes for Unexpected and Expected Loads in Distributed Computing Systems
Explore coding theory applications in distributed computing systems, focusing on erasure coding's role in handling unpredictable data access patterns and optimizing storage efficiency.
Building Search and RAG for OpenAPI Specifications
Discover how to implement vector search and RAG capabilities for OpenAPI specifications, focusing on code summarization, metadata management, and practical UI development techniques.
Visualizing Data Integration Between ChatGPT and Enterprise Systems
Discover how to integrate enterprise data with ChatGPT through OpenAI plugins, vector stores, and semantic search capabilities, focusing on GPT-4's dynamic data flow and PostgreSQL integration.
Data Management - Full Stack Deep Learning - March 2019
Explore data management essentials: labeling, storage, versioning, and processing. Learn about data flywheels, annotation techniques, and efficient workflows for deep learning projects.
Introduction to the Text Recognizer Project - Full Stack Deep Learning - March 2019
Hands-on labs introducing text recognition project, covering setup, data handling, model creation, training, and deployment in a full-stack deep learning context.
OpenTelemetry: The Road Ahead and Meet the Community
Explore OpenTelemetry's future, recent releases, and roadmap with project leaders. Join a panel discussion and Q&A session to learn about observability advancements and community involvement.
Integrating Backup into Your GitOps CI/CD Pipeline
Learn to seamlessly incorporate backup strategies into GitOps CI/CD pipelines, enhancing data protection and recovery capabilities in cloud-native environments.
Your Manila CephFS Share Backups Belong to S3 - Automating Kubernetes Backup and Restore
Explore CERN's automated backup solution for Kubernetes using Velero, CephFS, Manila, and S3. Learn how to implement this workflow in your clusters for efficient disaster recovery.
Product Recommendation System on Kubernetes Using Argo Workflows
Learn to build a product recommendation system using Argo Workflows on Kubernetes. Explore DataOps, pipelines, and tools like Minio and Apache Spark for efficient data processing and analysis.
The State of Production MLOps in the Cloud Native Ecosystem
Explore production MLOps challenges, best practices, and tools in the Cloud Native ecosystem. Learn key principles for deploying, monitoring, and scaling ML systems effectively.
Kubernetes Data Protection Working Group Deep Dive
Explore Kubernetes data protection efforts, current state, future plans, and opportunities for collaboration in this Working Group deep dive by Google's Xiangqian Yu.