Innovative Engineering with AI Applications

9Introduction to AI Technique and Analysis of Time Series Data Using Facebook Prophet Model

S. Sivaramakrishnan¹*, C.R. Rathish², S. Premalatha³ and Niranjana C.⁴

¹Department of Information Science and Engineering, New Horizon College of Engineering, Bangalore, India

²Department of CE, New Horizon College of Engineering, Bangalore, India

³Department of Electronics and Communication, K S R Institute for Engineering and Technology, Tiruchengode, India

⁴Sri Venkateshwara College of Engineering, Bangalore, India

Abstract

Artificial Intelligence (AI) builds machines to work as human beings by communicating the intelligence to the machines. AI highlights the creation of intelligent machines that accept the desired input data, work on it, operate, and respond like human beings. It is also used for making decisions by reading the real-time data, recognizing the given scenario, and finally responding to the structured set of data fed to interpret the conclusion. To build intelligent machines it is vital to understand the function of the human brain. The machines can only act, operate and react according to the information available about the scenario under which it works. Thus the AI must contain sufficient information which is a tedious task. Hence, to make a machine into a computer-controlled robot or designing software that performs and responds exactly the way a human being does, began the development of AI. The set of inputs will have many classifications and hence requires supervision ...