Learn Salesforce Einstein – Chapter 5 (What is DataSet?)

Learn Salesforce Einstein – Chapter 5 (What is DataSet?)

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What is DataSet? Data set is the collection of data to train the machine to predict. Let's understand this in the real world example.

Assume that you have a room with 5 kinds of fruits in 5 buckets. (Apple, Banana, Grapes, Blackberry, Blueberry)

Your each of bucket contains 20 quantity of food.

Now we have here: 1. A Room 2. 5 Buckets ( 5 Kind of fruits ) 3. Each Bucket have 20 fruits

Let's convert this data in the technical form. 1. A Room - We call it DataSet 2. 5 Buckets - We call it Labels 3.  Variants of fruits: We call it Examples

Above example is for Image prediction.

What is data set in Text? You have Pizza order lines: Like: 1. Order a pizza Order the pizza Order pizza for me Please book a pizza for me

These above lines belong to the same thing, which is Ordering a Pizza. (We can say Order Pizza)

2. Add some extra cheez I want more cheez Please add my cheez

These above lines belong to the same thing, which is Adding Extra Cheez. (we can say Extra Cheez)

So here we have: 1. Dataset - Pizza Order System 2. Labels - Ordering a Pizza and Adding Extra Cheez 3. These different lines are Examples

>>> Proceed to Chapter - 6

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