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Machine Learning Yearning refers to neural networks as also known as deep learning.

Neural Networks Also Known as Deep Learning

Machine Learning Yearning, a free ebook from Andrew Ng, teaches you how to structure Machine Learning projects.
https://www.deeplearning.ai/machine-learning-yearning/

Note: The content of the book is aligned with the Coursera Deeplearning.ai specialization.  https://www.deeplearning.ai/deep-learning-specialization/ 

Machine Learning Yearning (Deeplearning.ai)

Alternate Name for Neural Networks

Interchangeability of Deep Learning and Neural Networks

Filling in the Alternate Name: _____

Matching the Terminology from the Text

Logic of Reading the Terminology

Question:
Based solely on the source text 'I will frequently refer to neural networks (also known as “deep learning”)', explain the relationship between these two terms in the context of the book.

Sample answer:
In the context of the book, the terms 'neural networks' and 'deep learning' are used interchangeably. The author explicitly states that neural networks are 'also known as' deep learning, establishing that whenever either term is used, it refers to the exact same concept.

Key points:
- Neural networks is the primary term used.
- Deep learning is provided as an alternate name.
- The two terms are treated as completely synonymous in the text.

Rubric:
The response must identify that the two terms are synonymous and explicitly reference the 'also known as' connection provided in the text.

Significance of the Terminology Equivalence

Case context:
A student is reading page 8 of Machine Learning Yearning. They come across a section that heavily discusses 'deep learning', a term they are not familiar with, but they have extensively studied 'neural networks'.

Question:
Based on the provided source evidence, what should the student conclude about the new term?

Sample answer:
The student should conclude that 'deep learning' is just another name for the 'neural networks' they have already studied, as the text explicitly states that neural networks are also known as deep learning.

Key points:
- The text states neural networks are also known as deep learning.
- The student can apply their knowledge of neural networks.
- There is no difference between the two terms in this context.

Rubric:
The answer must accurately apply the rule that deep learning is synonymous with neural networks based on the text.

Interpreting Course Terminology

Question:
What alternate term does the author introduce for 'neural networks'?

Sample answer:
The alternate term for neural networks is 'deep learning'.

Key points:
- Deep learning is the alternate term.

Rubric:
Must state 'deep learning' as the answer.

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