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Explore how data science and artificial intelligence are transforming the music industry in this 13-minute conference talk from Conf42 Cloud Native 2025. Discover the key challenges facing the modern music industry and learn how AI technologies are being deployed to address them. Examine various data sources available within the music ecosystem and understand their applications in marketing strategy and business optimization. Delve into advanced techniques including uplift modeling for marketing optimization, stream forecasting methodologies, and strategic approaches to marketing investment decisions. Gain insights into building cloud-native AI platforms specifically designed for music industry applications, with practical examples and real-world implementations that demonstrate the revolutionary potential of data-driven approaches in transforming how music is created, distributed, and consumed.
Syllabus
00:00 Introduction and Speaker Background
00:47 Overview of the Music Industry's Challenges
01:37 AI's Role in the Music Industry
04:20 Data Sources in the Music Industry
05:30 AI Applications in Marketing and Strategy
07:50 Uplift Modeling for Marketing Optimization
09:12 Stream Forecasting and Marketing Investments
11:04 Building a Cloud Native AI Platform
12:13 Conclusion and Final Thoughts
Taught by
Conf42