Feature selections, SQL, Machine learning algorithms, Deep learning Techniques, NLP techniques.
Nlp Interview Questions
431 nlp interview questions shared by candidates
RNN vs LSTM
"What kind of neural network architectures do you have experience building?" They specifically mentioned CNNs.
The interviews were very conversational and focused on SotA Transformer architectures and their different use cases. Many questions boiled down to "How would you solve this NLP task that we are working on?"
1 coding, 1 machine learning, 1 system design, and 1 behavioral assessment. Setup a mail server. Define the Bag of N-grams model in NLP.
NLP basic questions includes: difference between RNN and LSTM, seq2seq, difference between skip-gram and cbow, what is fastext and word2vec? what is word embedding? Coding question: quick sort.
Use binary expression to solve the above question
What is Intend? How is context important in a conversation?
Questions on my resume, experience.
Explain the projects on CV
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