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 accurate: Machine Learning (ML) and Deep Learning (DL) are subsets of Artificial Intelligence (AI). AI encompasses the broader discipline, and ML and DL represent specific methodologies for data analysis and learning. Document 2 is also accurate: Deep Learning (DL) is a sophisticated subcategory of Machine Learning (ML). DL utilizes multi-layered neural networks (deep neural networks) and necessitates substantial data volumes, whereas ML algorithms can function effectively with less data.