Car Sales Prediction using Machine Learning || The Project class

Course Details

Artificial Intelligence & Machine Learning
5.0 Reviews

Car Sales Prediction using Machine Learning

By Lekhanksh Bondade
26/Jun/2025

Course Description

Predict Car Buying Power with Artificial Neural Networks

In this beginner-friendly machine learning project, you'll learn how to build an end-to-end predictive model using Artificial Neural Networks (ANNs). The goal: estimate how much a customer is likely to spend on a car based on their personal and demographic details, such as age, income, education, and profession.

This hands-on tutorial walks you through the full machine learning pipeline:

Cleaning and preprocessing real-world-like structured data
Designing and training a neural network using Python and TensorFlow/Keras
Evaluating your model’s performance using relevant metrics
Understanding the impact of different features on purchasing behavior

Whether you're exploring machine learning for the first time or want a practical project for your resume or portfolio, this session gives you a clear understanding of how AI can turn raw data into powerful business insights.

No prior experience with neural networks required—just basic Python and a willingness to learn.

Course Curriculum

Lekhanksh Bondade

Data Science Trainer

Experienced Data Science Trainer specializing in Computer Vision, NLP, and Machine Learning. Expert in real-time project implementation and adept at project management, delivering impactful training and solutions in cutting-edge technologies.