CourseClub NET Packtpub Deep Learning for Python Developers | 5E10E3889BB2C1FE8D684075370D454C13130D8B

CourseClub NET Packtpub Deep Learning for Python Developers

Name	[CourseClub.NET] Packtpub - Deep Learning for Python Developers	DOWNLOAD Copy Link
Total Size	509.9 MB
Total Files	25
Hash	5E10E3889BB2C1FE8D684075370D454C13130D8B

/1 - Getting Started with Deep Learning/
Convolutional Neural Network Handwriting Recognition.mp4	24.1 MB
Fundamentals of Neural Networks.mp4	21.0 MB
Logistic Regression with a Neural Network Mindset.mp4	12.2 MB
Training Deep Neural Networks.mp4	7.7 MB
Using Forward Propagation, Backprop, and SGD.mp4	11.5 MB
/2 - Deep Models with MxNet and TensorFlow/
Comparing the Two Frameworks.mp4	4.8 MB
Defining and Training Neural Networks in Keras_TensorFlow.mp4	19.3 MB
Defining and Training Neural Networks in MxNet_Gluon.mp4	24.5 MB
Mini Project - CIFAR Classification.mp4	57.7 MB
Working with MxNet and Gluon.mp4	24.9 MB
Working with TensorFlow and Keras.mp4	17.3 MB
/3 - Improving Deep Neural Networks/
Mini Project – SIGNS Dataset.mp4	39.4 MB
Normalizing and Vanishing_Exploding Gradients.mp4	16.0 MB
Regularization and Dropout.mp4	13.9 MB
Weight Initialization for Deep Networks.mp4	19.3 MB
/4 - Optimization Algorithms/
Adaptive Learning Algorithms - RMSProp and Adam.mp4	17.6 MB
Mini Project - Language Modeling.mp4	37.0 MB
Understanding Stochastic Gradient Descent.mp4	27.0 MB
/5 - Hyperparameter Tuning/
Hyperparameters.mp4	32.7 MB
Mini Project -Music Synthesis.mp4	42.6 MB
Tuning Hyperparameters - Grid Search.mp4	18.0 MB
Tuning Hyperparameters - Random Search.mp4	19.2 MB
/
9781788993883_Code.zip	2.4 MB
[CourseClub.NET].url	0.1 KB
[DesireCourse.Com].url	0.1 KB
Total files 25