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Learn to preprocess an audio dataset for music genre classification in less than an hour with Valerio Velardo - The Sound of AI.
Learn the basics of audio digital processing for deep learning applications in less than an hour with Valerio Velardo - The Sound of AI.
Learn to implement a simple neural network using TensorFlow 2 and Keras in under an hour with Valerio Velardo - The Sound of AI.
Learn to implement backpropagation and gradient descent from scratch using Python with Valerio Velardo - The Sound of AI. A 1-2 hour commitment.
Learn the theory and math behind training neural networks using backpropagation and gradient descent in less than an hour with Valerio Velardo - The Sound of AI.
Learn to implement a Multilayer Perceptron neural network from scratch using Python and numpy in less than an hour with Valerio Velardo - The Sound of AI.
Learn the fundamentals of Multilayer Perceptron neural networks, including components like weights, neurons, and activations, in under an hour with Valerio Velardo - The Sound of AI.
Learn basic linear algebra concepts crucial for understanding neural networks in less than an hour with Valerio Velardo - The Sound of AI.
Join The Sound of AI's community-driven project to collaboratively advance AI music research. Less than 1-hour workload, with potential conference publication.
Learn to read and understand AI research papers with Valerio Velardo's 4-step strategy in under an hour. Join the Sound of AI community for further learning.
Learn to extract Mel-Frequency Cepstral Coefficients (MFCCs) for speech and music processing in under an hour with Valerio Velardo - The Sound of AI.
Learn about Mel spectrograms, their difference from regular spectrograms, and their use in AI audio in less than an hour with Valerio Velardo - The Sound of AI.
Learn the theory behind the Short-Time Fourier Transform in a simple, visual way with Valerio Velardo - The Sound of AI. Ideal for AI audio/music engineers. Less than 1 hour.
Learn to extract Fourier Transform from audio files using Python and Numpy in under an hour with Valerio Velardo - The Sound of AI. Compare spectra of different instruments.
Learn to interpret digital audio signals using Discrete Fourier Transform in under an hour with Valerio Velardo - The Sound of AI.
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