Analyzing Operational Data at Scale Using ML at Intuit
Learn how Intuit uses ML techniques to detect anomalies and identify production issues in their Kubernetes services, leveraging an Operational Data Lake for real-time analysis of infrastructure and application events.
Workshop - Tackling Technical Debt - An Analytical Approach
Learn analytical techniques to measure, prioritize, and address technical debt in software projects, focusing on high-leverage changes and code stewardship to improve system maintainability and prevent code bankruptcy.
Presto - Today and Beyond - The Open Source SQL Engine for Querying all Data Lakes
Explore Presto's architecture, use cases, and future developments as an open-source SQL engine for querying data lakes, with insights on performance, scalability, and reliability improvements.
Streams, Lakes and Oceans - Working with Big Data with Azure ML
Explore big data architectures with Azure ML Studio, covering integration, customization, and scaling for effective machine learning on large datasets.
Analyzing 33 Million Bike Trips with BigQuery
Explore NYC bike share trends using BigQuery to analyze 33 million trips. Learn to query, visualize, and interpret data for insights on popular routes and rider demographics.
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.
Analyzing 33 Million Bike Trips with BigQuery
Explore NYC bike share trends using BigQuery to analyze 33 million trips. Learn to query and visualize big data, with applications for various datasets including Australian and Github data.
Who Needs Dashboards?
Explore various dashboard types, their importance, and use cases for different roles. Learn to create effective dashboards by understanding audience needs and information display strategies.
You Build It, You Run It - Why Developers Should Also Be on Call
Explore the benefits and challenges of developers supporting their own features in production, including improved product understanding and strategies for handling on-call responsibilities.
Who Needs Dashboards
Explore various dashboard types, their importance, and how to tailor them to different roles and needs within a company for maximum insight and effectiveness.
How to Dot Into Anything, Anywhere, Anytime - Facilitating Data-First Programming
Explore data-first programming with self-generating assemblies and Intellisense, enabling rapid problem-solving using new data sources and services. Learn Type Provider implementation and its advantages over Roslyn.
Serverless SQL Pipelines
Explore serverless SQL options across cloud platforms, comparing AWS and Google services. Learn architectural patterns for data lake pipelines and emerging serverless solutions.
Data Lakes Beyond Clusters
Explore serverless data lakes using Azure Data Lake Analytics. Learn to run on-demand experiments efficiently, leveraging familiar languages and tools for advanced analytics without cluster maintenance.
How to Build a Social Network Entirely on Serverless
Discover how to leverage serverless technologies to build a scalable, high-performance social network, improving feature delivery and addressing various system challenges.
Serverless Architecture Patterns
Explore serverless architecture patterns, including functions vs. containers, Kubernetes deployment, and real-world applications in genomics pipelines, drawing from extensive cloud development experience.
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.
Use Data to Build Better Schools
Discover how global education data can improve school systems worldwide. Learn about the PISA test, country rankings, and the key factor behind top-performing educational systems.
Measuring Success for Better Schools
Redefining student success through clear metrics and collaborative discussions. Explores mindset shifts for better educational measurement and progress tracking in schools.
Importance of a Common Data Layer for Business Intelligence and Artificial Intelligence
Explore the significance of a unified data layer for BI and AI, addressing challenges and showcasing its power in revolutionizing business intelligence and artificial intelligence applications.
The Surprising Seeds of a Big-Data Revolution in Healthcare
Explore the evolution of global health data collection, from paper forms to cloud-based systems, and its impact on decision-making in healthcare and public policy.
Introduction to BigQuery: Features, Architecture, and Usage
Explore BigQuery's serverless data warehouse capabilities, featuring SQL querying, cross-cloud functionality, and built-in BI and ML tools for efficient data analysis.