Ethical Machine Learning
Explore ethical considerations in machine learning development, focusing on mitigating bias and implementing governance from the start to ensure responsible AI deployment in enterprise settings.
Hyper Speed! When Big Data Blooms
Explore high-speed data processing using Bloom Filters, a powerful probabilistic data structure. Learn to handle massive data volumes efficiently, with real-world examples and advanced techniques.
Hyper Speed! When Big Data Blooms
Explore techniques for processing massive data volumes at high speeds, with insights from Report URI's handling of 65,000 JSON payloads per second in global telemetry.
How Our Critical Systems Fail, and What We Do About It
Explore strategies for deploying critical health systems using Kubernetes and Kafka, ensuring seamless updates without compromising patient safety or data integrity.
A Data Driven Approach to Application Security
Explore strategies for managing security alerts from multiple sources, aggregating data, and transforming information overload into actionable insights for both team and company-wide application security.
Hyper Speed! When Big Data Blooms
Explore high-speed data processing techniques using Bloom Filters to handle massive volumes of JSON payloads efficiently, as implemented by Report URI for global client telemetry.
OpenTelemetry Tracing for .NET Developers
Explore OpenTelemetry tracing principles and implementation in .NET for distributed systems. Learn to trace workflows, identify bottlenecks, and export data to popular visualization backends.
Understanding Probabilistic Data Structures with UFO Sightings
Explore probabilistic data structures using UFO sighting data. Learn about Bloom Filters, MinHash, and Top-K, and discover how these structures can efficiently process large datasets with a balance of speed and accuracy.
Tracking Aircraft with Redis & Software-Defined Radio
Learn to build a real-time flight tracking dashboard using software-defined radio, Redis Streams, Node.js, and JavaScript. Explore ADS-B data capture, streaming architecture, and microservices implementation.
How We Almost Delivered 100 Tons of Stracciatella Mousse
Explore how seemingly perfect software testing can still lead to unexpected outcomes, using a humorous case study of an enormous dessert order to illustrate the importance of anomaly detection.
From Tables to Documents - Changing Your Database Mindset
Explore the shift from SQL to document-based databases, learning key mindset changes for successful implementation and leveraging advantages like scalability and faster development.
Billions of Records - The Real Success Story Using Microsoft Power BI Embedded
Learn to process and visualize billions of records efficiently using Azure Databricks, Azure Analysis Services, and Power BI Embedded. Explore architectural approaches, authentication, security, and best practices for handling big data.
Measuring DevSecOps - Building Metrics to Understand Effectiveness and Success
Explore essential DevSecOps metrics, learn to track and visualize security KPIs, and discover how to measure effectiveness in your development pipeline using Azure DevOps and supportive tools.
Combatting Illegal Fishing with Machine Learning and Azure
Explore how Azure's serverless architecture and machine learning combat illegal fishing globally, offering cost-effective, scalable solutions for near real-time detection and analysis.
Keep it Clean - Why Bad Data Ruins Projects and How to Fix it
Explore techniques to identify and fix bad data, improving project outcomes and performance. Learn from real-world case studies and gain practical skills for data cleaning in industrial settings.
Machine Learning for Software Developers and Knitters
Explore AI/ML applications, AWS services, and a unique demo on teaching computers to reverse engineer knitting patterns. Gain insights into creative uses of machine learning for developers.
The Untruthful Art - Five Ways of Misrepresenting Data
Explore five ways data can be misrepresented, learn to spot deception in visual communication, and discover honest methods for conveying complex information effectively.
Designing Composable Functional Libraries, Not Just for Data Visualization
Explore functional library design for data visualization, focusing on composable code and reusable primitives. Learn to create elegant charts and extract general principles applicable to various domains.
Artificial Intelligence? - More Like Artificial Stupidity!
Explores AI limitations, failures, and biases in machine learning, highlighting discrimination issues and discussing ways to improve AI systems for more ethical and accurate outcomes.
Graphing Your Way Through the Cosmos - Common Data Problems Solved with Graphs
Explore graph databases, their advantages over relational models, and practical applications using Gremlin API in Azure Cosmos DB for solving common business data challenges.
C++ Ecosystem - The Renaissance Edition
Explore C++ ecosystem trends, challenges in adopting new standards, and usage patterns across different domains. Gain insights into developer practices and future improvements in the C++ landscape.