Intern Data Scientist | April 2020
Company: Label Insight
Position: Data Science Intern
Location: San Francisco Bay Area, CA
How was the interview process? What was it like?
I was surprised the sheer lack of data for training and testing but I felt that I had done reasonably well despite having little knowledge in NLP. I feel like a person with NLP experience could have done far better than me and a person with superior coding skills could have also great on that assignment.
What technical questions were asked?
Modeling and ML knowledge
What was one of your solutions?
I tried to use various ML techniques such as linear regression and Naive bayes after vectorizing these words and converting them to a suitable numerical form. I also ran a small neural net but the results were abysmal as I did not have enough data.