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By developing this project, you can practice how to import data, how to clean data, pre-processing and transformation, cross-validation, and feature engineering. This project will help you to increase your knowledge about the workflow of model building. It is a very much easy machine learning and Artificial intelligence project idea if you are a beginner.
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You can get the dataset and project description from here.The training and testing data set are divided based on time.To make your training and test dataset, you have to collect data from the user listening history in a given period.This artificial intelligence startup can be developed using both languages, i.e., python and R.The goal of this project is to recommend music based on user listening history. To identify bundles, Market Basket Analysis has to use.Īre you a lover of music? Always love to listen to your favorite one? Then, you will be glad to know about this interesting machine learning project idea.Also, you must know about machine learning approaches like an unsupervised method for clustering.To develop this project, you must have to know about data science.To develop this project in R, you have to employ a clustering technique that is the subjective segmentation to find out the product bundles from sales data. The project entitled ‘Identifying Product Bundles from Sales Data’ is one of the interesting machine learning projects in R. Identifying Product Bundles from Sales Data
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As, social media like Facebook, Twitter, and YouTube is the ocean of big data. This is one of the interesting and innovative machine learning projects.