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

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