Training Neural NetWorks in C++

[0dayddl]

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Training Neural Networks in C++
Language: English | Size:230.88 MB
Genre:eLearning
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Files Included :

Spoiler

01 - Create a neural network from scratch in C++.mp4 (1.98 MB)
MP4
02 - What you should know.mp4 (3.6 MB)
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01 - What is a neural network.mp4 (2.4 MB)
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02 - Why C++.mp4 (1.25 MB)
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03 - The many applications of machine learning.mp4 (7.86 MB)
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04 - Types of classifiers.mp4 (6.57 MB)
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05 - Types of neural networks.mp4 (5.27 MB)
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06 - Multilayer perceptrons.mp4 (3.25 MB)
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01 - Neurons and the brain.mp4 (2.87 MB)
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02 - A simple model of a neuron.mp4 (8.97 MB)
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03 - Activation functions.mp4 (10.4 MB)
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04 - Perceptrons A better model of a neuron.mp4 (13.04 MB)
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05 - Challenge Finish the perceptron.mp4 (2.18 MB)
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06 - Solution Finish the perceptron.mp4 (1.53 MB)
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07 - Logic gates.mp4 (6.43 MB)
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08 - Challenge Logic gates with perceptrons.mp4 (1.58 MB)
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09 - Solution Logic gates with perceptrons.mp4 (2.31 MB)
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01 - Linear separability.mp4 (5.42 MB)
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02 - Writing the multilayer perceptron class.mp4 (7.4 MB)
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03 - Challenge Finish the multilayer perceptron class.mp4 (4.12 MB)
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04 - Solution Finish the multilayer perceptron class.mp4 (6.18 MB)
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01 - The need for training.mp4 (8.03 MB)
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02 - The training process.mp4 (5.44 MB)
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03 - Error function.mp4 (4.02 MB)
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04 - Gradient descent.mp4 (4.66 MB)
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05 - The delta rule.mp4 (5.43 MB)
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06 - The backpropagation algorithm.mp4 (16.41 MB)
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07 - Challenge Write your own backpropagation function.mp4 (8.24 MB)
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08 - Solution Write your own backpropagation function.mp4 (10.66 MB)
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01 - Segment display recognition.mp4 (4.84 MB)
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02 - Challenge Design your own SDR neural network.mp4 (2.37 MB)
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03 - Solution Design your own SDR neural network.mp4 (10.15 MB)
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04 - Challenge Train your own SDR neural network.mp4 (10.45 MB)
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05 - Solution Train your own SDR neural network.mp4 (12.65 MB)
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06 - 7 to 1 network GUI demo.mp4 (12.53 MB)
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07 - 7 to 10 network GUI demo.mp4 (3.56 MB)
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08 - 7 to 7 network GUI demo.mp4 (5.55 MB)
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01 - Next steps.mp4 (1.28 MB)
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