Building Personalization with Orleans and Actor Modelling
Explore actor modeling for personalization using Orleans, covering implementation, deployment, and monitoring in Azure. Learn design decisions and practical insights for distributed computing.
DevOps for Machine Learning
Explore how DevOps principles can streamline collaboration between data scientists and software engineers, creating robust pipelines for machine learning model development and deployment.
Dev and Test Agility for Your Database with Docker
Containerize SQL Server for agile database development and testing. Learn to use Docker for efficient database management, CI/CD integration, and improved dev workflows.
Deep Learning in Microsoft Azure - CNTK, CaffeOnSpark and Tensorflow
Explore Microsoft's approach to Deep Learning using Cognitive Toolkit, Tensorflow, and CaffeOnSpark in Azure, understanding its business and technical benefits.
CompSci and My Day Job
Practical application of computer science concepts in everyday development, from Big-O notation to cryptography, enhancing performance and security in real-world projects.
Microservices Without DDD Is Risky Business
Explore how Domain-Driven Design concepts can guide microservices implementation, avoiding distributed monoliths and achieving autonomous, cohesive, and loosely coupled services.
Architecture - The Stuff That's Hard to Change
Explore software architecture patterns, processes, and the evolving role of systems architects in modern development. Gain insights on incorporating architectural concepts into projects effectively.
Serverless with Knative
Explore Knative's middleware components for building serverless apps on Kubernetes, enabling cloud-agnostic deployment and leveraging machine learning capabilities.
The Neverending Story - Agile Transformation for DevOps
Explore NPR's journey from small sysadmin team to Agile DevOps, overcoming challenges, adapting frameworks, and continuously improving processes for better efficiency and collaboration.
Creating Solutions for Everyone
Creating inclusive solutions: Explore patterns and practices for designing accessible applications that work for everyone, from form design to data structures.
Live Site Culture & Site Reliability at Azure DevOps
Explore Azure DevOps' journey to SAAS, focusing on practices for running production sites, building customer trust, and balancing feature development with operational stability.
The Hitchhiker's Guide to the Cloud
Explore major cloud providers' AI/ML APIs for text-to-speech, image classification, translation, and more. Compare AWS, GCP, and Azure to gain insights into their strengths and limitations.
ML BuzzWords Demystified
Demystifies latest ML trends like Reinforcement Learning, AutoML, and ML bias. Provides clear insights into complex concepts, ensuring you're up-to-date with the field's advancements.
Protecting Sensitive Data in Huge Datasets - Cloud Tools You Can Use
Explore tools and techniques for protecting sensitive data in large datasets, including PII detection, k-anonymity, and data transformation methods for responsible public data release.
Machine Learning - The Bare Math Behind Libraries
Explore the mathematical foundations of machine learning, from supervised to unsupervised learning techniques, to gain a deeper understanding of neural networks and their underlying processes.
Who's Who - Federating Identity with Azure B2C
Explore Azure B2C for federated identity management, allowing seamless integration of external credentials while maintaining local authorization control.
Rediscovering Fire - On Designing Portable, Multi-Language Libraries
Explore designing multi-language libraries with stable APIs, C-interfaces, and composition. Learn about memory management, error handling, and bridging primitive and sophisticated systems.
Trying to Learn C#
Explore C# through the lens of an experienced programmer, highlighting unique features, potential pitfalls, and effective learning strategies for seasoned developers.
Is AI Right for Me?
Explore a practical framework for evaluating AI and data analytics solutions for enterprise business problems, avoiding costly missteps and identifying suitable approaches.
Living in Eventually Consistent Reality
Explore eventual consistency, CRDTs, and their role in geo-distributed databases. Learn how these structures work and their benefits for highly available systems.
Enterprise Transformation - And You Can Too
Discover how Microsoft transformed Azure DevOps from a three-year waterfall cycle to agile three-week iterations, and learn strategies for implementing successful organizational change.