I mostly worked on analytics, AB testing, recommendation systems, bit of NLP, deep learning but most of the time I have implemented tree based models as part of the work
Predominantly NLP. Very few XGB. But done it and pushed several of both into Production!
To be fair, I will tell you, Analytics is 2-3x harder than NLP.....
Now am in a semi startup I have to wear multiple hats. So analytics is big part of my work. And mannn it's not so simple anymore😄
I’d agree analytics is bit more ambiguous, usually open ended analysis, good business intuition helps. I’d find NLP field is hard to keep up with so many developments, so many papers to read if working on core research teams, certainly have good future with large language models gaining traction
Aree not really. Just use 3 hour of a Friday when u don't have a date to read up a new release...
But analytics especially dwelling into the ambiguity, it calls for massive discipline in analysis. I often forget the rules of not getting stuck on an idea and derailing the task of producing an analysis for discussion.
You have to know how to utilise your time judiciously in analytics. I mean it's required every where but in Analytics it gets even more pressing
While working on a statistical identifier for online web presence, I found myself working with something that felt really creepy. Imagine a super cookie, a tool meant to track and analyze your online behavior. All we had was metadata gat...
After another round of layoffs at my company, I am realising I would like to be prepared with my skills in case I am booted out at any time and also to apply to companies and see if I get a good role somewhere else.
Right now, I work a...
I am a data scientist with 4.5 years of experience and want to transition to software engineering. In DS, we do not code the ways its done in SW roles. Moreover, I am not from CS background. How do I get started on preparing to get into ...
I'll be joining Tredence as a Data Science Associate and got it on campus from a tier 3 college. CTC 12LPA. What should I expect?