Question

Consider the following two documents:
Document 1: ML and DL are part of AI.
Document 2: DL is a subset of ML.
Implement all four steps of the Bag of Words (Bow) model to create a document vector table .Depict the outcome of each step

Hint:

Deep Learning is a subset of Machine Learning, which is itself a subset of Artificial Intelligence.

Answer 1

Document 1 is true because Machine Learning (ML) and Deep Learning (DL) are subfields of Artificial Intelligence (AI). AI is the broad field, with ML and DL being specific approaches used for data processing and learning. Document 2 is also true because Deep Learning (DL) is a more advanced subset of Machine Learning (ML). DL uses neural networks with many layers (deep neural networks) and requires a large amount of data, while ML algorithms can work with smaller datasets.