My Projects

Market Basket Analysis for Personalized Music Recommendations

In today’s rapidly evolving music landscape, listeners are overwhelmed with an immense variety of tracks across genres, moods, and styles. Traditional recommendation systems often rely on collaborative filtering or user history, which may fail for new users (cold start) or miss contextual factors like user mood or activity. This study focuses on the need for a more personalized and context-aware music recommendation system that incorporates user behavior, listening patterns, sentiment, and audio content eatures to enhance recommendation accuracy and diversity.

About Program

The Post Graduate level Advanced Certification Programme in Business Analytics is an intensive course offered by the Indian Institute of Science (IISc) and TalentSprint, designed for aspiring business analysts who wish to enhance their knowledge of data analysis techniques and decision-making skills. This Business Analytics course is certified by the Center for Continuing Education at IISc and aims to provide comprehensive training to participants in the areas of statistical modeling, data management, visualization, and more. The programme is delivered online and is ideal for working professionals seeking to advance their careers in the field of data analysis. Upon completion of the programme, participants will receive a Business Analytics certification from IISc and will have access to placement assistance from TalentSprint to secure job opportunities in top organizations. Join this post graduate Business Analyst course and take the first step towards a successful career in Business Analytics.