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Car Price Prediction Using Machine Learning | Machine Learning Project | Python | 2023

Car Price Prediction Using Machine Learning 🛑 Dataset Link : https://github.com/techharshofficial/... Welcome to my YouTube video on "Car Price Prediction Using Machine Learning." In this video, we will walk you through an exciting project where we leverage the power of machine learning algorithms to predict the prices of cars based on various features. Car price prediction is a valuable application of machine learning that can assist both car buyers and sellers in making informed decisions. By accurately estimating the price of a car, potential buyers can determine whether a listed price is reasonable, while sellers can set competitive prices to attract buyers. In this project, we will demonstrate a step-by-step implementation of car price prediction using a popular machine learning library, scikit-learn, in Python. We will start by gathering a dataset containing relevant information. After preprocessing and cleaning the data, we will perform exploratory data analysis to gain insights into the dataset. We will visualize the relationships between different features and the car prices, helping us identify key factors influencing the prices. Next, we will employ various regression algorithms, including linear regression, decision tree regression, random forest regression, and support vector regression, to build predictive models. We will train these models on a portion of the dataset and evaluate their performance using appropriate metrics. Once we have selected the most accurate model, we will fine-tune it by adjusting hyperparameters through techniques like cross-validation and grid search. This ensures optimal model performance and generalization to unseen data. Finally, we will present the results of our car price prediction model and demonstrate how it can be used to estimate the prices of new, unseen cars. Whether you are a machine learning enthusiast, a data science practitioner, or simply curious about predicting car prices using machine learning, this video is perfect for you. Join us as we dive into the exciting world of car price prediction and witness the power of machine learning in action. Don't forget to like, share, and subscribe to our channel for more fascinating projects and tutorials on machine learning and data science. #machinelearning #machinelearningprojects #python #technology #deeplearning #artificialintelligence #2023 #YouTube #project #datascience #datapreprocessing #tech #techharsh