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In this neural network tutorial you will learn what is a neural network, how neural network works, what are activation functions, neural network python tensorflow, neural network python keras, how deep learning frameworks works in detail.
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?This neural network tutorial python video helps you to learn following topics:
What is Neural Network? – 0:55
Artificial Neural Networks – 1:43
Topology of Neural Network – 2:52
Neurons: How they work? – 3:45
Artificial Neurons – 4:21
Perceptron – How does it work? – 5:37
Why do we need Weights? – 6:27
Why do we need Activation Functions? – 6:56
Activation Function – 8:08
Types of Activation Functions – 8:30
Training a Perceptron – 11:16
Perceptron Training Algorithm – 12:19
Benefits of using Artificial Neural Network – 13:08
Deep Learning Frameworks – 15:06
Neural Network Python TensorFlow – 15:20
Neural Network Python Keras – 16:16
PyTorch – 16:43
PyTorch – 16:43
DL4J – 17:18
MXNet – 17:58
What are Tensors? – 18:37
Tensor Rank – 19:03
Computational Graph – 19:34
Program Elements in TensorFlow – 20:32
Constants – 20:44
Placeholder – 29:01
Variable – 35:03
Introduction to Neural Networks – 41:27
Basic Artificial Neuron – 49:51
Feed Forward Neural Network – 1:10:42
Multi Layer Perceptron – 1:28:58
Back Propagation – 1:36:25
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