survey
] [ datascience learning machinelearning python career productivity production omscs engineering lazada til communication business survey misc leadership deeplearning recsys agile spark nlp ]25 Oct 2020 · 15 min · [ datascience misc survey ]
What questions do they answer? How do they compare? What open-source solutions are available?
27 Sep 2020 · 15 min · [ machinelearning deeplearning recsys production survey ]
Emphasis on bias, more sequential models & bandits, robust offline evaluation, and recsys in the wild.
16 Aug 2020 · 21 min · [ machinelearning deeplearning nlp survey ]
Examining the broad strokes of NLP progress and comparing between models
05 Jul 2020 · 14 min · [ machinelearning deeplearning spark production survey ]
Part II of the previous write-up, this time on applications and frameworks of Spark in production
28 Jun 2020 · 10 min · [ machinelearning deeplearning spark survey ]
Sharing my notes & practical knowledge from the conference for people who don't have the time.
26 Apr 2020 · 10 min · [ recsys machinelearning survey ]
What I learned about measuring diversity, novelty, surprise, and serendipity from 10+ papers.