1 min read
Databricks Model Serving: Real-Time ML Inference at Scale
Key features: Serverless : No infrastructure management Auto scaling : Handles variable traffic automatically Low latency : Sub second response times…
Blog
Thoughts on data engineering, cloud architecture, and technology. 2205 articles and counting.
Showing 24 of 2205 posts — page 67 of 92
1 min read
Databricks Feature Store: Centralized Feature Management for ML
The Feature Store solves these problems.
3 min read
Azure Data Factory Mapping Data Flows: ETL Patterns for the Modern Data Platform
Think of it as the best of both worlds: visual design for maintainability, Spark for scale.
1 min read
Databricks ML: End-to-End Machine Learning on the Lakehouse
The ML platform includes: Feature Store : Centralized feature management AutoML : Automated model training and selection MLflow : Experiment tracking and…
2 min read
Photon Engine: Accelerating Spark Workloads on Databricks
Photon is Databricks' native vectorised query execution engine written in C++—a replacement for the JVM-based Apache Spark execution engine for SQL and…
2 min read
Databricks SQL: Analytics Warehousing on the Lakehouse
Databricks SQL offers: SQL Endpoints : Serverless compute for SQL queries Query Editor : Web based SQL IDE Dashboards : Built in visualization and reporting…
1 min read
Delta Sharing: Secure Data Exchange Across Organizations
The protocol is open source, meaning recipients don't need Databricks to access shared data.
1 min read
Data Governance in Azure Databricks: Policies, Practices, and Implementation
A complete governance framework addresses: Access Control : Who can access what data Data Quality : Ensuring data accuracy and completeness Data Lineage :…
1 min read
Azure Databricks Unity Catalog: Unified Data Governance at Scale
Unity Catalog solves these problems with a unified approach.
1 min read
Azure Metrics Advisor: Intelligent Anomaly Detection for Time Series Data
The service provides: Smart anomaly detection : ML powered detection without manual threshold tuning Root cause analysis : Automatic correlation across…
1 min read
Azure Immersive Reader: Building Accessible Reading Experiences
The service provides: Read Aloud : Text to speech with word highlighting Text Preferences : Font size, spacing, and background colors Grammar Tools :…
1 min read
Real-Time Speech Translation with Azure Cognitive Services
All three happen with minimal latency for real-time conversations.
2 min read
Custom Neural Voice: Creating Brand-Specific AI Voices
Custom Neural Voice uses deep neural networks to create natural sounding synthetic voices from audio recordings. Unlike traditional text to speech that…
2 min read
Form Recognizer v3: Intelligent Document Processing at Scale
Form Recognizer v3 introduces: Unified API : Single endpoint for all document types Improved accuracy : Better handling of handwriting and poor quality…
1 min read
Azure Cognitive Services Updates: What's New in Early 2022
The new Computer Vision API brings significant improvements: Analyze people movement in physical spaces: The new unified Language service includes enhanced…
4 min read
Codex Models: AI-Powered Code Generation for Developers
response = openai.Completion.create( engine="code-davinci-002", prompt=prompt, maxtokens=300, temperature=0.3 )
1 min read
GPT-3 for Enterprise: Practical Applications and Implementation Patterns
One of the most immediate applications - turning lengthy documents into concise summaries.
3 min read
Azure OpenAI Service Expansion: Bringing GPT Models to Enterprise
This isn't just "OpenAI but on Azure" - it's OpenAI made enterprise-ready. The approval process exists because Microsoft wants to ensure responsible use. Be…
1 min read
Prometheus Remote Write to Azure Monitor: Unified Metrics
Prometheus remote write to Azure Monitor provides a powerful, unified metrics platform for cloud-native applications.
1 min read
Custom Logs in Azure Monitor: Ingesting Any Data Source
Custom logs enable comprehensive observability across all your applications and services.
1 min read
Windows Event Collection: Comprehensive Monitoring with AMA
Comprehensive Windows Event collection is essential for security monitoring and compliance.
1 min read
Syslog Collection with Azure Monitor: Linux Log Management
Comprehensive syslog collection provides essential visibility into Linux system security and operations.
1 min read
Log Analytics Agent Deprecation: Migration Planning
Plan your migration early to ensure a smooth transition before the deprecation deadline.
1 min read
Azure Monitor Agent: The Future of Azure Monitoring
Azure Monitor Agent provides a unified, secure, and flexible foundation for all monitoring needs.