APPLICATION OF SUPERVISED LEARNING
NEURAL NETWORK
|
Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
|
|
|
True
|
|
|
False
|
|
|
Either A or B
|
|
|
None of the above
|
Detailed explanation-1: -Yes. Images for cat recognition is an example of “unstructured” data.
Detailed explanation-2: -In contrast, unstructured data refers to things like audio, raw audio, or images where you might want to recognize what’s in the image or text. Here the features might be the pixel values in an image or the individual words in a piece of text.
Detailed explanation-3: -Deep learning is a subset of machine learning, and machine learning is a subset of Artificial Intelligence, an important parameter for any intelligent computer programme. In other terms, all machine learning is Artificial Intelligence, but not all Artificial Intelligence is machine learning, and so on.
Detailed explanation-4: -The affine transformations, cropping and GANs can be used for data augmentation. Cross-validation, on the other hand, is a method to reduce overfitting, not for data augmentation.