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Decks in this class (15)
Introduction
What is artificial intelligence 1,
What is data science 2,
What is weak ai 3
29
cards
Supervised learning: concepts and applications
What is machine learning 1,
What does machine learning do wit...,
What is a key premise of machine ...
34
cards
Unsupervised learning
What is unsupervised learning 1,
What is the process of clustering 2,
What are example applications of ...
13
cards
Activation of FCNs
What is backpropagation 1,
What is the gradient 2,
What is backpropagation used fo 3
28
cards
Loss Functions, Forward Pass & Backpropagation in FCNs
Why is a fully connected network ...,
Explain the role of the forward p...,
What is the purpose of a loss fun...
37
cards
FCNs
What is the point of activation f...,
List all the non linear activatio...,
Explain the sigmoid activation fu...
34
cards
Evaluating ML/DL models
How to avoid overfitting and find...,
What is cross validation k fold 2,
What is hyper parameter optimisat...
16
cards
understanding CNN
What is a convolution neural netw...,
What is spacial locality in images 2,
How do cnn exploit spacial locali...
31
cards
Transfer Learning and Pre-trained CNN Models
What is a pre trained model 1,
Give an example of some pre train...,
What is a pre trained network 3
11
cards
Understanding Auto Encoders and Applications
What is the curse of dimensionali...,
What does curse of dimensionality...,
How are actually effects curse of...
17
cards
Computer vision
Why can t cnn do object detection 1,
What is the goal of a r cnn 2,
What is computer vision 3
18
cards
Natural Language processing
Define natural language processing 1,
What are different levels of ling...,
What does nlu do 3
19
cards
Text Classification tasks with FCNs
What does one hot encode 1,
What is the main limitation of n ...,
If a term appears frequently in a...
3
cards
Recurrent Neural Networks
Blank 1,
What is the bag of words bow model 2,
What is a key limitation of bow 3
37
cards
Accountability in AI
How a search algorithm works 1,
What is a search space 2,
Define completeness 3
32
cards
More about
Artificial Intelligence and Applications
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- Course Unspecified
- Instructor Unspecified
- Standards Unspecified
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