WebToolTip com Artificial Intelligence Foundations Neural Networks

WebToolTip com Artificial Intelligence Foundations Neural Networks

Name	[ WebToolTip.com ] Artificial Intelligence Foundations - Neural Networks	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	191.8 MB
Total Files	58
Last Seen	2025-07-18 00:28
Hash	6159FDDB716BF0485385813C66E1018D1D7D4C29

/
Get Bonus Downloads Here.url	0.2 KB
/01 - Introduction/
01 - Neural networks 101 Your path to AI brilliance.mp4	4.6 MB
01 - Neural networks 101 Your path to AI brilliance.srt	1.3 KB
02 - What you should know.mp4	1.7 MB
02 - What you should know.srt	0.9 KB
03 - How to use the challenge exercise files.mp4	3.9 MB
03 - How to use the challenge exercise files.srt	2.1 KB
/.../02 - 1. What Are Neural Networks/
01 - Machine learning and neural networks.mp4	9.2 MB
01 - Machine learning and neural networks.srt	6.2 KB
02 - Biological neural networks.mp4	5.3 MB
02 - Biological neural networks.srt	3.6 KB
03 - Artificial neural networks.mp4	3.0 MB
03 - Artificial neural networks.srt	2.5 KB
04 - Single-layer perceptron.mp4	6.7 MB
04 - Single-layer perceptron.srt	5.4 KB
/.../03 - 2. Key Components in Neural Network Architecture/
01 - Multilayer perceptron.mp4	7.1 MB
01 - Multilayer perceptron.srt	6.0 KB
02 - Layers Input, hidden, and output.mp4	4.8 MB
02 - Layers Input, hidden, and output.srt	4.1 KB
03 - Transfer and activation functions.mp4	6.0 MB
03 - Transfer and activation functions.srt	5.1 KB
04 - How neural networks learn.mp4	9.3 MB
04 - How neural networks learn.srt	7.0 KB
/.../04 - 3. Other Types of Neural Networks/
01 - Convolutional neural networks (CNN).mp4	16.3 MB
01 - Convolutional neural networks (CNN).srt	12.5 KB
02 - Recurrent neural networks (RNN).mp4	13.4 MB
02 - Recurrent neural networks (RNN).srt	10.1 KB
03 - Transformer architecture.mp4	8.2 MB
03 - Transformer architecture.srt	5.7 KB
/.../05 - 4. Build a Simple Neural Network Using Keras/
01 - The Keras Sequential model.mp4	6.8 MB
01 - The Keras Sequential model.srt	6.0 KB
02 - Use case and determine evaluation metric.mp4	10.3 MB
02 - Use case and determine evaluation metric.srt	7.4 KB
03 - Data checks and data preparation.mp4	4.9 MB
03 - Data checks and data preparation.srt	3.8 KB
04 - Data preprocessing.mp4	3.8 MB
04 - Data preprocessing.srt	2.9 KB
05 - Train the neural network using Keras.mp4	10.8 MB
05 - Train the neural network using Keras.srt	8.6 KB
06 - Challenge Build a neural network.mp4	1.3 MB
06 - Challenge Build a neural network.srt	1.2 KB
07 - Solution Build a neural network.mp4	11.3 MB
07 - Solution Build a neural network.srt	5.6 KB
/.../06 - 5. Best Practices for Optimizing a Neural Network/
01 - Overfitting and underfitting Two common ANN problems.mp4	7.2 MB
01 - Overfitting and underfitting Two common ANN problems.srt	7.5 KB
02 - Hyperparameters and neural networks.mp4	6.3 MB
02 - Hyperparameters and neural networks.srt	4.6 KB
03 - How do you improve model performance.mp4	6.5 MB
03 - How do you improve model performance.srt	5.8 KB
04 - Regularization techniques to improve overfitting models.mp4	12.4 MB
04 - Regularization techniques to improve overfitting models.srt	11.6 KB
05 - Challenge Manually tune hyperparameters.mp4	1.2 MB
05 - Challenge Manually tune hyperparameters.srt	1.1 KB
06 - Solution Manually tune hyperparameters.mp4	6.4 MB
06 - Solution Manually tune hyperparameters.srt	2.5 KB
/07 - Conclusion/
01 - Next steps.mp4	2.7 MB
01 - Next steps.srt	2.7 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.1 KB
Total files 58