Articles Windows Subsystem for Linux Cygwin — a POSIX-compatibility layer shipped as a DLL and an API compatibility layer. Applications like curl would get ported to Cygwin, but the initial setup would make it appear as if you opened a bash session with all of your favorite UNIX tools. …

Articles Learn From Google’s Data Engineers: Don’t Optimize Your SQL Firstly, use databases with the best query optimization. Secondly, prioritize spend on brilliant engineers, over savings on cloud compute. Thirdly, understand that the cost of storage is nearly free, and getting even less expensive every day. Work hard / work smart. …

Articles Data Science at Spotify Camp Nou The Case Against Collaboration Collaboration is useful when you are: Dealing with complex problems that require multiple ‘expert’ opinions. Getting buy-in. People are more invested in an idea when they were involved in defining the problem. Dealing with strategic issues. The more fundamental the…

Articles How to Structure Your Data Team for Maximum Influence Principles: Efficiency Influence Stakeholder clarity Stability Growth Flexibility Swim Lanes: Pro: Distinct areas of responsibility Pro: High levels of individual ownership Pro: The point-of-contact is obvious to stakeholders Con: Lack of cross-training Con: Reports can be left on an island Con…

Articles Client Optimization: How Tencent Maintains Apache Pulsar Clusters with over 100 Billion Messages Daily A Software Engineer’s Guide to Giving Feedback that Actually Matters Write your feedback twice, once to articulate what you want to say, then to craft it as effective communication Does this need to be said? Is…