• Dr.B.G.Prasanthi
• sarakutty

Artificial Intelligence is broader term consisting of many Machine Learning models and Deep Learning neural networks as its components for the machine to interact and behave just like humans. Machine Learning, Artificial Intelligence, and Deep Learning concepts, principles, types and the application is discussed in this paper. The purpose of this topic is to help others easily understand the various terms, methods/ techniques, and technologies people can use for machine learning purposes. Few of the machine learning models such as simple linear regression, multiple linear regression are researched and done in this paper. In this paper, the various machine learning algorithms, methods, and tools have been tested and tried in Visual Studio Code using Python. The outputs for all the various codes have also been given besides the code.

Artificial Intelligence, Machine Learning, Deep Learning, Simple Linear Regression, Multiple Linear Regression

"Analysis and Implementation of Linear and Multiple Regression for Data Visualization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 5, page no.k425-k429, May-2023, Available :http://www.jetir.org/papers/JETIR2305A60.pdf

"Analysis and Implementation of Linear and Multiple Regression for Data Visualization", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 5, page no. ppk425-k429, May-2023, Available at : http://www.jetir.org/papers/JETIR2305A60.pdf