This class was created by Brainscape user Faith Yeo. Visit their profile to learn more about the creator.
By:
Faith Yeo
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Decks in this class (12)
CHAP 1 : Intro to AI
On zoom you can add a virtual bac...,
What is artificial intelligence,
What is nlp
24
cards
CHAP 2 : AI OPPORTUNITIES
When prediction capabilities impr...,
When there is good prediction ava...,
In dota 2 and starcraft 2 ai is a...
31
cards
CHAP 3 : Search Techniques (uninformed)
By definition search is the proce...,
What are inputs in problem formul...,
What is a state
40
cards
CHAP 4 : Search techniques (informed)
What is true for informed search ...,
What is the idea behind best firs...,
How to implement best first search
29
cards
CHAP 5 : ML Intro and KNN
What is the difference between tr...,
What are the 3 categories that ma...,
What kinds of tasks are solved in...
30
cards
CHAP 6 : ML Linear Regression
What is mlinear regression,
There is only one optimal line th...,
What is the error function
25
cards
CHAP 7 : Logistic Regression
What is logistic regression,
Give example s of classification ...,
What is the logistic regression f...
21
cards
CHAP 8 : Unsupervised learning + k means clustering
What are the types of unsupervise...,
What is the aim of clustering,
What method is used to group data...
12
cards
CHAP 9 : Artificial Neural Networks
What are the parts associated wit...,
What is an activation function,
What is the purpose of activation...
20
cards
CHAP 10 : INTRO TO DEEP LEARNING
What is deep learning,
Operations in deep learning are s...,
What is the goal of the process o...
21
cards
CHAP 11 : AI and societal issues
What are the 7 rights of individu...,
What is anonymization,
How can anonymisation be carried ...
30
cards
CHAP 12 : Strengths and Weaknesses of AI
What are 3 weaknesses of humans a...,
Wha is meant by humans are poor s...,
What is meant by humans having fr...
13
cards
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Y1S2_IT1244
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