TF-IDF All Doubts Cleared

First tell me about term, document and corpus difference

Explain Me About TF-IDF.

Can the document and the corpus be totally different context, document can be from computer science and corpus can contain astrology ?

While calculating TF , which document i need to check the presence of the word out of 1000 docs

Application Of TF IDF where actually it is being used

Why Its Called Inverse In IDF.

Can TF-IDF Value Used For Sentence Embedding Purpose?

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