Data Science, cutting through the Bullsh*t 9 HN points • 07 Mar 23 🕹 Technology Data science Hygiene Culture Expectations Leadership Data science projects often fail due to taking on too much too soon Cleaning data is crucial for successful data science projects Building a data culture and choosing the right metrics are essential for company success
Data Scientists: the most ambiguous role of the 21st century 8 HN points • 29 Mar 23 Ambiguity in data roles can be a double-edged sword, propelling teams to success or causing confusion. Data scientists can thrive as jacks-of-all-trades in scenarios with low ambiguity but high technical difficulty. Navigating high ambiguity and technical difficulty requires a savvy approach and a balance between experienced and new team members.
Why Your Business Needs a North Star Metric to Succeed (And How to Choose One) 1 HN point • 15 Mar 23 💼 Business Metrics Leadership Strategy Team Management Analytics Choose a North Star metric wisely for your business and commit to it fully. Support metrics are crucial to avoid unintended consequences when focusing on a North Star metric. Input metrics are just as important as output metrics, as they give you a leading indicator of success.