Important aspects of recommender systems
Nlp Interview Questions
431 nlp interview questions shared by candidates
What do you think that can improve the current app design?
Q: NLP related questions. Questions based on data science challenge
They asked me questions about both software engineering and NLP in overall. Some of the questions they asked were as follows: 1) What is the volatile keyword used for in C++? 2) Describe the software engineering stages (coding, testing, maintaining, etc.). 3) What is the multi-head attention concept in NLP?
Are you open to implement a specific project for us in order to do the evaluation?
The project mention in my resume is discussed.
What is Entity Linking task? I didn't know so they explained me and ask me how to solve it.
1. Previous experience 2. Describe RNN/LSTM architecture 3. Explain bias and variance trade-off 3. Describe the architecture of a transformer-based model.
What is NLP? Whay is ML
Sentiment analysis problem, Vanishing gradients, Equations of back-propagation model, RNNs vs LSTMs, Different methods of converting words to numbers, Word Embeddings, Negative Sampling, Choice of cost functions for different models
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