neuralnets-2012-001 (378 files)
 01_Lecture1/01_Why_do_we_need_machine_learning_13_min.mp4 |
15.78MB |
| 01_Lecture1/01_Why_do_we_need_machine_learning_13_min.pdf |
4.06MB |
| 01_Lecture1/01_Why_do_we_need_machine_learning_13_min.pptx |
3.80MB |
| 01_Lecture1/01_Why_do_we_need_machine_learning_13_min.srt |
18.78kB |
| 01_Lecture1/01_Why_do_we_need_machine_learning_13_min.txt |
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| 01_Lecture1/02_What_are_neural_networks_8_min.mp4 |
10.23MB |
| 01_Lecture1/02_What_are_neural_networks_8_min.srt |
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| 01_Lecture1/02_What_are_neural_networks_8_min.txt |
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| 01_Lecture1/03_Some_simple_models_of_neurons_8_min.mp4 |
9.71MB |
| 01_Lecture1/03_Some_simple_models_of_neurons_8_min.srt |
10.95kB |
| 01_Lecture1/03_Some_simple_models_of_neurons_8_min.txt |
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| 01_Lecture1/04_A_simple_example_of_learning_6_min.mp4 |
6.89MB |
| 01_Lecture1/04_A_simple_example_of_learning_6_min.srt |
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| 01_Lecture1/04_A_simple_example_of_learning_6_min.txt |
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| 01_Lecture1/05_Three_types_of_learning_8_min.mp4 |
9.39MB |
| 01_Lecture1/05_Three_types_of_learning_8_min.srt |
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| 01_Lecture1/05_Three_types_of_learning_8_min.txt |
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| 02_Lecture2/01_Types_of_neural_network_architectures_7_min.mp4 |
9.20MB |
| 02_Lecture2/01_Types_of_neural_network_architectures_7_min.pdf |
504.78kB |
| 02_Lecture2/01_Types_of_neural_network_architectures_7_min.pptx |
409.21kB |
| 02_Lecture2/01_Types_of_neural_network_architectures_7_min.srt |
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| 02_Lecture2/01_Types_of_neural_network_architectures_7_min.txt |
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| 02_Lecture2/02_Perceptrons-_The_first_generation_of_neural_networks_8_min.mp4 |
9.85MB |
| 02_Lecture2/02_Perceptrons-_The_first_generation_of_neural_networks_8_min.srt |
11.12kB |
| 02_Lecture2/02_Perceptrons-_The_first_generation_of_neural_networks_8_min.txt |
7.32kB |
| 02_Lecture2/03_A_geometrical_view_of_perceptrons_6_min.mp4 |
7.68MB |
| 02_Lecture2/03_A_geometrical_view_of_perceptrons_6_min.srt |
8.49kB |
| 02_Lecture2/03_A_geometrical_view_of_perceptrons_6_min.txt |
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| 02_Lecture2/04_Why_the_learning_works_5_min.mp4 |
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| 02_Lecture2/04_Why_the_learning_works_5_min.srt |
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| 02_Lecture2/04_Why_the_learning_works_5_min.txt |
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| 02_Lecture2/05_What_perceptrons_cant_do_15_min.mp4 |
17.38MB |
| 02_Lecture2/05_What_perceptrons_cant_do_15_min.srt |
18.95kB |
| 02_Lecture2/05_What_perceptrons_cant_do_15_min.txt |
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| 03_Lecture3/01_Learning_the_weights_of_a_linear_neuron_12_min.mp4 |
14.18MB |
| 03_Lecture3/01_Learning_the_weights_of_a_linear_neuron_12_min.pdf |
548.03kB |
| 03_Lecture3/01_Learning_the_weights_of_a_linear_neuron_12_min.pptx |
1.19MB |
| 03_Lecture3/01_Learning_the_weights_of_a_linear_neuron_12_min.srt |
15.45kB |
| 03_Lecture3/01_Learning_the_weights_of_a_linear_neuron_12_min.txt |
10.13kB |
| 03_Lecture3/02_The_error_surface_for_a_linear_neuron_5_min.mp4 |
6.18MB |
| 03_Lecture3/02_The_error_surface_for_a_linear_neuron_5_min.srt |
6.46kB |
| 03_Lecture3/02_The_error_surface_for_a_linear_neuron_5_min.txt |
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| 03_Lecture3/03_Learning_the_weights_of_a_logistic_output_neuron_4_min.mp4 |
4.59MB |
| 03_Lecture3/03_Learning_the_weights_of_a_logistic_output_neuron_4_min.srt |
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| 03_Lecture3/03_Learning_the_weights_of_a_logistic_output_neuron_4_min.txt |
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| 03_Lecture3/04_The_backpropagation_algorithm_12_min.mp4 |
14.00MB |
| 03_Lecture3/04_The_backpropagation_algorithm_12_min.pdf |
3.10MB |
| 03_Lecture3/04_The_backpropagation_algorithm_12_min.srt |
15.23kB |
| 03_Lecture3/04_The_backpropagation_algorithm_12_min.txt |
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Type: Course
Tags: Coursera, neuralnets
Bibtex:
Tags: Coursera, neuralnets
Bibtex:
@article{,
title = {[Coursera] Neural Networks for Machine Learning (University of Toronto) (neuralnets)},
author = {University of Toronto}
}
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