- Weapons of Math Destruction, Ethical Matrix, Nate Silver and more Highlights from the Data Science Leaders Summit - Jul 31, 2018.
Domino Data Lab hosted its first ever Data Science Leaders Summit at the lovely Yerba Buena Center for the Arts in San Francisco on May 30-31, 2018. Cathy O'Neil, Nate Silver, Cassie Kozyrkov and Eric Colson were some of the speakers at this event.
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Tags: Algorithms, Business Analytics, Cassie Kozyrkov, Data Science, Domino, Ethics, Machine Learning, Moody's, Nate Silver, Stitch Fix
- Deep Conversations: Lisha Li, Principal at Amplify Partners - May 3, 2018.
Mathematician Lisha Li expounds on how she thrives as a Venture Capitalist at Amplify Partners to identify, invest and nurture the right startups in Machine Learning and Distributed Systems.
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Tags: A/B Testing, Adversarial, AI, Capsule Networks, Deep Learning, Interview, Machine Learning, Mathematics, Pinterest, startups, Stitch Fix, VC
- Engineers Shouldn’t Write ETL: A Guide to Building a High Functioning Data Science Department - Mar 28, 2016.
An exploration of data science team building, with insight into why engineers should not write ETL, and other not-so-subtle pieces of advice.
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Tags: Advice, Data Engineering, Data Scientist, ETL, Stitch Fix
- Math of Ideas: A Word is Worth a Thousand Vectors - Apr 16, 2015.
Word vectors give us a simple and flexible platform for understanding text, there are a few diverse examples that should help build your confidence in developing and deploying NLP systems and what problems they can solve.
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Tags: NLP, Stitch Fix, Text Analytics, word2vec
- Interview: Brad Klingenberg, StitchFix on Decoding Fashion through Analytics and ML - Mar 21, 2015.
We discuss the challenges in making personal styling recommendations, unexpected insights, interesting trends, motivation, advice, desired qualities in data scientists and more.
Tags: Advice, Analytics, Brad Klingenberg, Data Science, Fashion, Interview, Machine Learning, Stitch Fix, Trends
- Interview: Brad Klingenberg, StitchFix on Building Analytics-powered Personal Stylist - Mar 20, 2015.
We discuss StitchFix, how it leverages Analytics, understanding customer preferences, and pros-and-cons of involving human judgement in the recommendation process.
Tags: Analytics, Brad Klingenberg, Customer Experience, Recommendations, Stitch Fix
Understanding Boxplots