AI Series – 3 Leave a Comment / By admin / May 4, 2026 Welcome to your AI Series - 3 1. What is the key difference between encoding and embedding? Select the correct answer. Encoding uses neural networks; embedding uses count methods Encoding converts data to any numerical form; embedding converts data to numbers that preserve semantic meaning Encoding is only for images; embedding is only for text Encoding is always dense; embedding is always sparse None 1 out of 21 2. Which of the following is NOT a characteristic of embeddings? Select the correct answer. Dense (non-sparse) vectors High-dimensional (100 to several thousand dimensions) Preserves semantic meaning Produces a fixed vector for every word regardless of context None 2 out of 21 3. In the context of NLP, what is a 'corpus'? Select the correct answer. A collection of sentences A collection of paragraphs A collection of documents A single word None 3 out of 21 Loading questions... 4 out of 21 Loading questions... 5 out of 21 Loading questions... 6 out of 21 Loading questions... 7 out of 21 Loading questions... 8 out of 21 Loading questions... 9 out of 21 Loading questions... 10 out of 21 Loading questions... 11 out of 21 Loading questions... 12 out of 21 Loading questions... 13 out of 21 Loading questions... 14 out of 21 Loading questions... 15 out of 21 Loading questions... 16 out of 21 Loading questions... 17 out of 21 Loading questions... 18 out of 21 Loading questions... 19 out of 21 Loading questions... 20 out of 21 Loading questions... 21 out of 21 Previous Start Quiz Next Time's up
