APPLICATION OF SUPERVISED LEARNING
MACHINE LEARNING PIPELINE
|
Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
|
A retail company wants to deploy a machine learning model to predict the demand for a product using sales data from the past 5 years.What is the MOST efficient solution that the company should implement first?
|
|
Regression
|
|
|
Multi-class classification
|
|
|
Binary class classification
|
|
|
None of the above
|
Explanation:
Detailed explanation-1: -Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.
Detailed explanation-2: -A machine learning pipeline is the end-to-end construct that orchestrates the flow of data into, and output from, a machine learning model (or set of multiple models). It includes raw data input, features, outputs, the machine learning model and model parameters, and prediction outputs.
There is 1 question to complete.