LinkedIn Learning - Training Neural NetWorks in Python

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LinkedIn Learning - Training Neural Networks in Python
Language: English | Size:496.53 MB
Genre:eLearning
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Files Included :

Spoiler

01 - Creating a neural network in Python.mp4 (14.05 MB)
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02 - What you should know.mp4 (5.88 MB)
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03 - Using GitHub Codespaces with this course.mp4 (21.57 MB)
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01 - What is a neural network.mp4 (6.1 MB)
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02 - Why Python.mp4 (3.82 MB)
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03 - The many applications of machine learning.mp4 (20.02 MB)
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04 - Types of classifiers.mp4 (18.24 MB)
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05 - Types of neural networks.mp4 (13.18 MB)
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06 - Multilayer perceptrons.mp4 (7.76 MB)
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01 - Neurons and the brain.mp4 (7.78 MB)
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02 - A simple model of a neuron.mp4 (23.86 MB)
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03 - Activation functions.mp4 (27.32 MB)
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04 - Perceptrons A better model of a neuron.mp4 (11.18 MB)
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05 - Challenge Finish the perceptron.mp4 (4.57 MB)
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06 - Solution Finish the perceptron.mp4 (1.96 MB)
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07 - Logic gates.mp4 (13.42 MB)
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08 - Challenge Logic gates with perceptrons.mp4 (5.08 MB)
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09 - Solution Logic gates with perceptrons.mp4 (2.55 MB)
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01 - Linear separability.mp4 (15.25 MB)
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02 - Writing the multilayer perceptron class.mp4 (9.55 MB)
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03 - Challenge Finish the multilayer perceptron class.mp4 (4.87 MB)
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04 - Solution Finish the multilayer perceptron class.mp4 (6.76 MB)
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01 - The need for training.mp4 (20.25 MB)
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02 - The training process.mp4 (15.52 MB)
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03 - The error function.mp4 (10.5 MB)
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04 - Gradient descent.mp4 (12.23 MB)
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05 - The Delta rule.mp4 (15.35 MB)
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06 - The Backpropagation algorithm.mp4 (40.8 MB)
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07 - Challenge Write your own Backpropagation method.mp4 (11.57 MB)
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08 - Solution Write your own Backpropagation method.mp4 (16.57 MB)
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01 - Segment display recognition.mp4 (13.72 MB)
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02 - Challenge Design your own SDR neural network.mp4 (6.81 MB)
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03 - Solution Design your own SDR neural network.mp4 (23.25 MB)
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04 - Challenge Train your own SDR neural network.mp4 (13.88 MB)
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05 - Solution Train your own SDR neural network.mp4 (12.02 MB)
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06 - 7 to 1 network GUI demo.mp4 (16.88 MB)
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07 - 7 to 10 network GUI demo.mp4 (7.85 MB)
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08 - 7 to 7 network GUI demo.mp4 (11.45 MB)
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01 - Next steps.mp4 (3.12 MB)
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