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Company Question: Word Embeddings Comparison

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 20, 2023

Companies: Amazon Difficulty: Medium Frequency:  Low Question What is the difference between word2vec, GloVe and fastText? Answer Since this question is mentioning 3 big topics, we should give higher level answers…

Continue ReadingCompany Question: Word Embeddings Comparison

Company Question: SGD vs Adam

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 20, 2023

Companies: Amazon Difficulty: Medium Frequency:  Low Question What is the difference between stochastic gradient descent (SGD) and adam? Answer SGD and Adam are both optimization techniques that can be used to…

Continue ReadingCompany Question: SGD vs Adam

Company Question: BERT vs Transformer

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 20, 2023

Companies: Amazon Difficulty: Easy Frequency:  Low Question What is the difference between BERT and transformers? Answer Transformers are an encoder-decoder-based neural network that uses self-attention (determines which words in the sentence…

Continue ReadingCompany Question: BERT vs Transformer
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