Car Price Prediction Using Machine Learning Approach

Car Price Prediction Using Machine Learning Approach

Dr. Ajay B. Gadicha¹, Atharva Jahagirdar², Hrushikesh Pawar³ , Siddhant Sontakke⁴ , Ram Chaudhari⁵, Lalit Thokal⁶

¹Professor, Computer Science and Engineering, P. R.Pote College of Engg. and Mang. , Amravati

²Student, Computer Science and Engineering, P. R.Pote College of Engg. and Mang. , Amravati

³Student, Computer Science and Engineering, P. R.Pote College of Engg. and Mang. , Amravati

⁴Student, Computer Science and Engineering, P. R.Pote College of Engg. and Mang. , Amravati

⁵Student, Computer Science and Engineering, P. R.Pote College of Engg. and Mang. , Amravati

⁶Student, Computer Science and Engineering, P. R.Pote College of Engg. and Mang. , Amravati

---------------------------------------------------------------------***---------------------------------------------------------------------

Abstract - In this swiftly-moving world, managing our skills additionally as personal lives have become quite agitated and if we have a tendency to not have our own personal vehicle for transportation, life may be a heap of additional agitation. To get on the safe facet, one ought to have a additional reliable and straightforward mode for transportation and a private vehicle is usually the simplest

option. Having an automobile is extremely necessary for individuals recently because it offers an explicit social status and additionally offers an explicit extent of private management to individuals owning it. In some areas with low population, having an automobile becomes essential because it provides the only possibility for covering long distances just in case of an associated absence of transport. Old aged individuals, United Nations agencies have difficulties in walking or athletics to places, have driving the sole possibility for moving while not being dependent. And for those who don’t have enough resources to buy a new automobile, shopping for an associated previous vehicle becomes a necessity which too at an affordable price. The automobile production has been increasing fleetly over the years throughout the past decade, with concerning ninety two million cars that were factory-made in 2019. This provides an enormous boost for the market of previous and used cars that is currently bobbing up as a more and more growing business. The recent entries of various websites and web-portals have consummated the wants of consumers up to some extent as they currently understand these trends and state of affairs to urge the value of unspecified vehicle gifts within the market. Machine Learning contains a heap of applications in the real world state of affairs however one amongst the foremost better-known applications is the use of Machine Learning in resolution of prediction issues. The project being mentioned here is very much based mostly upon one of such applications. Using varied Machine Learning Algorithms, we'll try and build an applied math model primarily based upon given information and choices set to estimate the prices of used cars.

Key Words: Cars, Price, Analysis, Prediction, Features, Python, Algorithm, Regression.