Learn fundamental linear algebra concepts essential for understanding neural networks in this 26-minute video. Explore definitions of vectors and matrices, and master basic operations including scalar arithmetic, dot product, matrix transposition, and matrix multiplication. Access accompanying slides for visual reinforcement and join The Sound of AI community for further discussions. Gain crucial knowledge to comprehend the mathematical foundations of artificial neurons and prepare for advanced topics in deep learning for audio applications.