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

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}
    }

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