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Machine Learning Resources

‘NLP’ Interview Questions

Explain the Transformer Architecture

What does ‘sequence data’ mean? Which models are best suited for handling sequential data?

What are the limitations of transformer models?

What are the primary advantages of transformer models?

What are transformers? Discuss the evolution, advantages and major breakthroughs in transformer models

What are Language Models? Discuss the evolution of Language Models over time

What are some of the most common practical, real world applications of NLP?

What is Natural Language Processing (NLP) ? List the different types of NLP tasks

What are some use cases of Bag of Words model?

What is IDF? What do we need IDF?

What is Term Frequency (TF)?

What is a Vector Space Model?

What is tokenization?

What is meant by Corpus and Vocabulary in Natural Language Processing?

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