Casey Stella talks about discovering missing values, values with skewed distributions and likely errors within data, as well as a novel approach to finding data interconnectedness.
Sergii Khomenko introduces best practices in development, covers production deployments to the AWS stack, and using the serverless architecture for data applications.
Dave Ehringer shares the experiences instating CI/CD at Liberty Mutual and the best practices they picked up along the way, using Cloud Foundry and Spring.
Opal Perry talks about how Allstate is building new applications that are evolutions of their core business, and modernizing decades of legacy investment.
Jon Harding discusses design patterns and best practices to create scalable applications, build processes to prepare for production and tips to prepare for transitioning to Angular 2.
Casey West talks about anti-patterns and corresponding best practices based on his experience building application infrastructure and platforms, as well as the applications which are deployed to them.
Alexander Grosse discusses the principles behind building successful organizations that are growing with examples from SoundCloud and Twitter.
Suman Deb Roy talks about some of Betaworks’ internal data tools and platform, product-specific solutions and best practices they learned when machine learning has to drive the startup road.
Emily Reinhold shares stories of how a rapid growth company broke up a monolith into a series of microservices, with practices and lessons that can save time and money.
Marc Khouzam presents best practices for debugging using dynamic printf, reverse debugging, the GDB console, the standalone debugger, a Docker container and connecting CDT to a running GDB session.
Matthias Luebken gives an overview of typical patterns and best practices that he has seen in developing, deploying and operating applications that leverage containers.
Martin Thompson talks about the characteristics of a good software engineer and explores the individual practices and techniques that can help bring out the engineer in everybody.