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Title: GitHub - carteras/DeepLearningForAudioWithPython: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. · GitHub

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Description: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - carteras/DeepLearningForAudioWithPython

Open Graph Description: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - carteras/DeepLearningForAudioWithPython

X Description: Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel. - carteras/DeepLearningForAudioWithPython

Opengraph URL: https://github.com/carteras/DeepLearningForAudioWithPython

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Skip to content	https://github.com/carteras/DeepLearningForAudioWithPython#start-of-content
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20 Commits	https://github.com/carteras/DeepLearningForAudioWithPython/commits/master/
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1-Course overview/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/1-Course%20overview/slides
1-Course overview/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/1-Course%20overview/slides
10-Understanding audio data for deep learning/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/10-Understanding%20audio%20data%20for%20deep%20learning/slides
10-Understanding audio data for deep learning/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/10-Understanding%20audio%20data%20for%20deep%20learning/slides
11- Preprocessing audio data for deep learning/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/11-%20Preprocessing%20audio%20data%20for%20deep%20learning/code
11- Preprocessing audio data for deep learning/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/11-%20Preprocessing%20audio%20data%20for%20deep%20learning/code
12- Music genre classification: Preparing the dataset/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/12-%20Music%20genre%20classification%3A%20Preparing%20the%20dataset/code
12- Music genre classification: Preparing the dataset/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/12-%20Music%20genre%20classification%3A%20Preparing%20the%20dataset/code
13- Implementing a neural network for music genre classification	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/13-%20Implementing%20a%20neural%20network%20for%20music%20genre%20classification
13- Implementing a neural network for music genre classification	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/13-%20Implementing%20a%20neural%20network%20for%20music%20genre%20classification
14- Solving overfitting in neural networks	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/14-%20Solving%20overfitting%20in%20neural%20networks
14- Solving overfitting in neural networks	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/14-%20Solving%20overfitting%20in%20neural%20networks
15- How does a convolutional neural network work/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/15-%20How%20does%20a%20convolutional%20neural%20network%20work/slides
15- How does a convolutional neural network work/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/15-%20How%20does%20a%20convolutional%20neural%20network%20work/slides
16- How to implement a CNN for music genre classification/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/16-%20How%20to%20implement%20a%20CNN%20for%20music%20genre%20classification/code
16- How to implement a CNN for music genre classification/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/16-%20How%20to%20implement%20a%20CNN%20for%20music%20genre%20classification/code
17- Recurrent Neural Networks explained easily/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/17-%20Recurrent%20Neural%20Networks%20explained%20easily/slides
17- Recurrent Neural Networks explained easily/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/17-%20Recurrent%20Neural%20Networks%20explained%20easily/slides
18- LSTM networks explained easily/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/18-%20LSTM%20networks%20explained%20easily/slides
18- LSTM networks explained easily/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/18-%20LSTM%20networks%20explained%20easily/slides
19- How to implement an RNN-LSTM for music genre classification/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/19-%20How%20to%20implement%20an%20RNN-LSTM%20for%20music%20genre%20classification/code
19- How to implement an RNN-LSTM for music genre classification/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/19-%20How%20to%20implement%20an%20RNN-LSTM%20for%20music%20genre%20classification/code
2-Ai, machine learning and deep learning/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/2-Ai%2C%20machine%20learning%20and%20deep%20learning/slides
2-Ai, machine learning and deep learning/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/2-Ai%2C%20machine%20learning%20and%20deep%20learning/slides
3-Implementing an artificial neuron from scratch	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/3-Implementing%20an%20artificial%20neuron%20from%20scratch
3-Implementing an artificial neuron from scratch	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/3-Implementing%20an%20artificial%20neuron%20from%20scratch
4- Vector and matrix operations/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/4-%20Vector%20and%20matrix%20operations/slides
4- Vector and matrix operations/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/4-%20Vector%20and%20matrix%20operations/slides
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6- Implementing a neural network from scratch/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/6-%20Implementing%20a%20neural%20network%20from%20scratch/code
7- Bagkpropagation and gradient descent/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/7-%20Bagkpropagation%20and%20gradient%20descent/slides
7- Bagkpropagation and gradient descent/slides	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/7-%20Bagkpropagation%20and%20gradient%20descent/slides
8- Training a neural network: Implementing back propagation from scratch/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/8-%20Training%20a%20neural%20network%3A%20Implementing%20back%20propagation%20from%20scratch/code
8- Training a neural network: Implementing back propagation from scratch/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/8-%20Training%20a%20neural%20network%3A%20Implementing%20back%20propagation%20from%20scratch/code
9- How to imlement a simple neural network with TensorFlow/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/9-%20How%20to%20imlement%20a%20simple%20neural%20network%20with%20TensorFlow/code
9- How to imlement a simple neural network with TensorFlow/code	https://github.com/carteras/DeepLearningForAudioWithPython/tree/master/9-%20How%20to%20imlement%20a%20simple%20neural%20network%20with%20TensorFlow/code
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