AI, Machine Learning and Deep Learning

Explore the distinctions between artificial intelligence, machine learning, and deep learning in this comprehensive 31-minute video. Gain insights into various machine learning paradigms, including supervised, unsupervised, and reinforcement learning. Learn when to apply traditional machine learning techniques versus deep neural networks, with a focus on audio applications. Discover the differences between expert systems and machine learning approaches for tasks like onset detection. Understand the advantages of deep learning in feature engineering and end-to-end solutions. Access accompanying code, slides, and additional resources to further enhance your understanding of AI and its subfields.