LinkedIn Learning - Artificial Intelligence Foundations - Neural NetWorks

Files Included :

01 - Neural networks 101 Your path to AI brilliance.mp4 (4.4 MB)
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02 - What you should know.mp4 (1.6 MB)
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03 - How to use the challenge exercise files.mp4 (3.72 MB)
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01 - Machine learning and neural networks.mp4 (8.82 MB)
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02 - Biological neural networks.mp4 (5.04 MB)
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03 - Artificial neural networks.mp4 (2.86 MB)
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04 - Single-layer perceptron.mp4 (6.41 MB)
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01 - Multilayer perceptron.mp4 (6.74 MB)
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02 - Layers Input, hidden, and output.mp4 (4.54 MB)
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03 - Transfer and activation functions.mp4 (5.72 MB)
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04 - How neural networks learn.mp4 (8.91 MB)
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01 - Convolutional neural networks (CNN).mp4 (15.58 MB)
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02 - Recurrent neural networks (RNN).mp4 (12.8 MB)
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03 - Transformer architecture.mp4 (7.79 MB)
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01 - The Keras Sequential model.mp4 (6.52 MB)
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02 - Use case and determine evaluation metric.mp4 (9.85 MB)
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03 - Data checks and data preparation.mp4 (4.71 MB)
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04 - Data preprocessing.mp4 (3.67 MB)
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05 - Train the neural network using Keras.mp4 (10.33 MB)
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06 - Challenge Build a neural network.mp4 (1.27 MB)
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07 - Solution Build a neural network.mp4 (10.76 MB)
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01 - Overfitting and underfitting Two common ANN problems.mp4 (6.89 MB)
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02 - Hyperparameters and neural networks.mp4 (5.98 MB)
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03 - How do you improve model performance.mp4 (6.24 MB)
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04 - Regularization techniques to improve overfitting models.mp4 (11.83 MB)
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05 - Challenge Manually tune hyperparameters.mp4 (1.12 MB)
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06 - Solution Manually tune hyperparameters.mp4 (6.08 MB)
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01 - Next steps.mp4 (2.6 MB)
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