Name: [Coursera] Neural Networks for Machine Learning (University of Toronto) (neuralnets)
Creator: University of Toronto
License: https://academictorrents.com/nolicensespecified

Name	DL	Torrents	Total Size
Video Lectures [edit]	RSS CSV	155	727.63GB	2888	0
Lectures [edit]	RSS CSV	10	473.11GB	376	0

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	12.17kB
01_Lecture1/02_What_are_neural_networks_8_min.mp4	10.23MB
01_Lecture1/02_What_are_neural_networks_8_min.srt	11.78kB
01_Lecture1/02_What_are_neural_networks_8_min.txt	7.67kB
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	7.11kB
01_Lecture1/04_A_simple_example_of_learning_6_min.mp4	6.89MB
01_Lecture1/04_A_simple_example_of_learning_6_min.srt	7.19kB
01_Lecture1/04_A_simple_example_of_learning_6_min.txt	4.76kB
01_Lecture1/05_Three_types_of_learning_8_min.mp4	9.39MB
01_Lecture1/05_Three_types_of_learning_8_min.srt	10.64kB
01_Lecture1/05_Three_types_of_learning_8_min.txt	6.99kB
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	10.09kB
02_Lecture2/01_Types_of_neural_network_architectures_7_min.txt	6.62kB
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	5.51kB
02_Lecture2/04_Why_the_learning_works_5_min.mp4	6.18MB
02_Lecture2/04_Why_the_learning_works_5_min.srt	6.56kB
02_Lecture2/04_Why_the_learning_works_5_min.txt	4.31kB
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	12.37kB
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	4.21kB
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	4.56kB
03_Lecture3/03_Learning_the_weights_of_a_logistic_output_neuron_4_min.txt	3.02kB
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	9.98kB
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Type: Course
Tags: Coursera, neuralnets

Bibtex:

@article{,
    title = {[Coursera] Neural Networks for Machine Learning (University of Toronto) (neuralnets)},
    author = {University of Toronto}
    }

[Coursera] Neural Networks for Machine Learning (University of Toronto) (neuralnets) University of Toronto

[Coursera] Neural Networks for Machine Learning (University of Toronto) (neuralnets)
University of Toronto