APPLICATION OF SUPERVISED LEARNING
NEURAL NETWORK
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 Question 
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 To create a numerical representation of our text based dataset we generate two lookup table, what are they 
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  maps character to numbers 
 
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  maps numbers back to characters 
 
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  identify unique characters present in text 
 
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  create training examples and targets 
 
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  both 1 & 2 
 
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 Explanation: 
Detailed explanation-1: -In data analysis applications, such as image processing, a lookup table (LUT) is used to transform the input data into a more desirable output format. For example, a grayscale picture of the planet Saturn will be transformed into a color image to emphasize the differences in its rings.
Detailed explanation-2: -A lookup table is normally a table that acts as a “master list” for something and you use it to look up a business key value (like “Make") in exachange for it’s identifier (like the id column) for use in some other table’s foreign key column.
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