Data Science and its Usage in the Application of Smart Home Environment

Abstract

The Internet of Things (IoT) and Data Science are two of the most talked-about fields in today's rapidly developing digital industry, thanks to the qualities that have made them so attractive to businesses and industries across the board. Using IoT technology, we built a Smart Home Automation System with two distinct types of modules that control a wide range of sensors. The term "Internet of Things" refers to a technology that enables the transmission and reception of data between computing devices embedded in everyday things through the use of the internet. The initial section of this project is dedicated to the automatic regulation of fan speed in response to the ambient temperature. Similarly, the second component of our technology automatically modifies the intensity of the lights based on the ambient light. Sensors are just one of the many parts of these modules that help to generate data values at regular intervals. The numbers in that data set are now being analyzed via a web application. We have built a real-time data monitoring system within our web app. We can learn more about the modules' energy usage from the findings of the analyses we run. It is also helpful for power management. The addition of these modules elevates the overall quality of the project and helps to ensure uniformity in this technologically advanced era.