AB-Tests, Lies, Damned Lies, and Statistics
Explore data-driven decision-making in software development through AB testing, user testing, and statistical analysis. Learn strategies to validate data and overcome biases for more effective feature development.
UX Design Fundamentals - What Do Your Users Really See
Explore key UX design principles, including Gestalt theory, visual processing, and user perception, to create more effective and user-friendly application interfaces.
Product Optimization with Adaptive Experimentation at Facebook
Discover adaptive experimentation: AI-powered testing for product optimization. Learn concepts, applications, and open-source tools like Ax and botorch to enhance products, infrastructure, and marketing campaigns.
How to Ship Apps Better, Faster, Stronger - Continuous Delivery for Mobile
Discover best practices for continuous delivery of mobile apps, including feature flags, branching strategies, and release monitoring.
GraphQL: Empowering Product Teams to Ship Faster and Better
Discover how GraphQL enhances product development, empowering designers and engineers to create better UX and ship features faster. Learn fundamentals and practical advantages for cross-functional teams.
Experimenting with Customer Support Operations
Explore challenges and solutions for conducting product experiments in customer support, focusing on overcoming complexities in operational settings.
Optimization and Contextual Bandits - Stripe's Charge Optimization System
Explore Stripe's innovative charge optimization system using online experimentation, holdbacks, and contextual bandits. Learn to enhance your system designs with cutting-edge methods.
AI in Security Service Delivery - Challenges and Insights from GenAI Implementation
Explore the impact of GenAI in security operations, including A/B testing results, integration challenges, and insights for practitioners implementing AI-powered tools in analyst workflows.
Who Tests Their Cloud Code Anyway?
Explore Azure testing options for cloud applications, covering A/B, performance, and architecture testing. Learn to integrate testing throughout the development lifecycle for robust cloud solutions.
Responsible Microservices
Explore microservices architecture, its benefits, and best practices. Learn about team formation, gradual system replacement, deployment strategies, and the importance of monitoring and reliability engineering.
Istio, Your K8S Cluster Best Friend
Explore Istio's capabilities for managing distributed systems, including circuit-breaking, retries, and blue-green deployments. Learn how it enhances Kubernetes clusters and simplifies microservices development.
Inside TensorFlow - TF-Agents
Explore TF-Agents, TensorFlow's reinforcement learning library, with experts demonstrating its capabilities, architecture, and applications in game playing, bandits, and recommender systems.
Testing at Scale - How to Test When You Go Globally With a Fleet of Thousands of Machines
Discover strategies for comprehensive testing in large-scale systems, from unit tests to A/B tests. Learn to build efficient pipelines handling GDPR data, multiple machines, and rollbacks.
Cloud-Native Kubernetes Workflows on AKS with Argo
Explore Argo for Kubernetes-native workflows, enabling efficient container orchestration, cloud-scale computing, and advanced deployment strategies through YAML configurations on any Kubernetes environment.
Cloud-Native Kubernetes Workflows on AKS with Argo
Explore Argo for Kubernetes-native workflows, enabling efficient container orchestration, cloud-scale computing, and advanced deployment strategies through YAML configurations on any Kubernetes environment.
Creating Representative Query Sets for Offline Evaluation
Learn to construct representative query sets for offline evaluation in AI/ML experimentation, enhancing understanding of algorithm impacts and streamlining A/B testing processes.
The Art of Hypothesis-Driven Development of ML-Powered Search - Haystack EU 2023
Explore ML-powered search development through hypothesis-driven approaches. Learn from Uzum Market's journey in building a large-scale search system for e-commerce, focusing on metrics, evaluation, and AB testing.
Evaluating Embedding-Based Retrieval Beyond Historical Search Results
Explore methods to evaluate embedding-based retrieval quality using organizational knowledge, improving relevance and expanding recall for e-commerce search beyond historical data.
Vector (Hybrid) Search Live A/B Test Results in E-commerce Sector
Explore significant A/B test results of Vector (Hybrid) Search in e-commerce, revealing revenue increases and improved user engagement. Learn about embedding creation and result blending techniques.
Geo Experimentation at ASOS - Measuring Advertising Effectiveness for Data-Driven Marketing
Explore geo-experimentation for measuring digital marketing impact. Learn ASOS's framework for evaluating campaign effectiveness across markets and channels using geographical regions as test units.
A.I. in the Multiverse - Measuring ROI When A/B Tests Are Not Possible
Explore deep learning techniques for assessing AI's revenue impact in e-commerce without A/B testing. Learn to measure and monitor ML pipeline performance in various business settings.