Give Me Jeans not Shoes: How BERT Helps Us Deliver What Clients Want
“Give me jeans not shoes.” That may seem like a simple request, but when we process that bit of text with our human brains, we take a lot for granted.
“Give me jeans not shoes.” That may seem like a simple request, but when we process that bit of text with our human brains, we take a lot for granted.
How many sets of 5 can you make from 10,000 distinct items? Recall that chapter about permutations and combinations...
This post gives practical advice that will help make your ETL pipelines easier to debug, maintain, and extend.
What if you don't need version B to be better than version A?
Listen to the Masters Of Data podcast that features Brad Klingenberg. Hear what it’s like to work on the algorithms team at Stitch Fix and how combining humans and machines may represent the future of work.
This post discusses the benefits of full-stack data science generalists over narrow functional specialists. The later will help you execute and bring process efficiencies. But, the former will help you learn, innovate, and bring a step-change in value - such is the role of data science.
How to create an environment to empower your data scientists to come up with ideas you’ve never dreamed of.
This post explores the use of multi-arm and contextual bandits as a framework for structuring outreach and client engagement programs.
How Stitch Fix designed and built a scalable, centralized and self-service data integration platform tailored to the needs of their Data Scientists.
If we could assign sounds to items of clothing, what would a Fix sound like?