Coursera Deep Learning Specialization | F2FE7AB201434D26FA7CBBD03CF3D210CFAD677C

Coursera Deep Learning Specialization

Name	Coursera - Deep Learning Specialization	DOWNLOAD Copy Link Trouble downloading? see How To
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Total Files	1048
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Hash	F2FE7AB201434D26FA7CBBD03CF3D210CFAD677C

/.../05_heroes-of-deep-learning-optional/
01_geoffrey-hinton-interview.mp4	198.3 MB
/.../01_welcome-to-the-deep-learning-specialization/
01_welcome.en.txt	5.5 KB
01_welcome.mp4	10.7 MB
01_welcome_3287059-Welcome-extended-description-mixed_1.mp4	7.6 MB
01_welcome_Welcome_merged.doc	8.5 KB
01_welcome.en.srt	9.2 KB
/.../02_introduction-to-deep-learning/
01_what-is-a-neural-network.en.srt	10.1 KB
01_what-is-a-neural-network.en.txt	6.4 KB
01_what-is-a-neural-network.mp4	10.4 MB
01_what-is-a-neural-network_3307190-What_is_a_neural_network_-extended-description-mixed.mp4	8.8 MB
01_what-is-a-neural-network_What_is_a_neural_network__merged.doc	9.8 KB
02_supervised-learning-with-neural-networks.en.srt	12.2 KB
02_supervised-learning-with-neural-networks.en.txt	7.8 KB
02_supervised-learning-with-neural-networks.mp4	13.3 MB
02_supervised-learning-with-neural-networks_3307180-Supervised_Learning_with_Neural_Networks-extended-description-mixed.mp4	10.9 MB
02_supervised-learning-with-neural-networks_Supervised_Learning_with_Neural_Networks_merged.doc	11.3 KB
03_why-is-deep-learning-taking-off.en.srt	18.4 KB
03_why-is-deep-learning-taking-off.en.txt	9.6 KB
03_why-is-deep-learning-taking-off.mp4	19.4 MB
03_why-is-deep-learning-taking-off_3307192-Why_is_Deep_Learning_taking_off_-extended-description-mixed.mp4	13.7 MB
03_why-is-deep-learning-taking-off_Why_is_Deep_Learning_taking_off__merged.doc	10.9 KB
04_about-this-course.en.srt	4.5 KB
04_about-this-course.en.txt	2.8 KB
04_about-this-course.mp4	4.9 MB
05_frequently-asked-questions_instructions.html	6.3 KB
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01_introduction-to-deep-learning_exam.html	592.2 KB
/.../05_heroes-of-deep-learning-optional/
01_geoffrey-hinton-interview.en.srt	58.4 KB
01_geoffrey-hinton-interview.en.txt	36.2 KB
01_geoffrey-hinton-interview_3307169-Geoffrey_Hinton_interview-extended-description-mixed.mp4	74.6 MB
01_geoffrey-hinton-interview_Geoffrey_Hinton_interview_merged.doc	52.9 KB
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01_binary-classification.en.srt	10.8 KB
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01_binary-classification.mp4	16.0 MB
01_binary-classification_3307141-Binary_Classification-extended-description-mixed.mp4	11.0 MB
01_binary-classification_Binary_Classification_merged.doc	10.2 KB
01_binary-classification_untitled-2.pdf	261.8 KB
02_logistic-regression.en.srt	7.7 KB
02_logistic-regression.en.txt	4.6 KB
02_logistic-regression.mp4	8.9 MB
02_logistic-regression_3307132-Logistic_Regression-extended-description-mixed.mp4	7.3 MB
02_logistic-regression_Logistic_Regression_merged.doc	7.4 KB
03_logistic-regression-cost-function.en.srt	10.8 KB
03_logistic-regression-cost-function.en.txt	7.0 KB
03_logistic-regression-cost-function.mp4	15.6 MB
03_logistic-regression-cost-function_3307173-Logistic_Regression_Cost_Function-extended-description-mixed.mp4	10.7 MB
03_logistic-regression-cost-function_Logistic_Regression_Cost_Function_merged.doc	10.4 KB
04_gradient-descent.en.srt	15.9 KB
04_gradient-descent.en.txt	10.0 KB
04_gradient-descent.mp4	17.9 MB
04_gradient-descent_3307171-Gradient_Descent-extended-description-mixed.mp4	14.2 MB
04_gradient-descent_Gradient_Descent_merged.doc	14.3 KB
05_derivatives.en.srt	11.1 KB
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05_derivatives_3307124-Derivatives-extended-description-mixed.mp4	9.4 MB
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06_more-derivative-examples_3307133-More_Derivative_Examples-extended-description-mixed.mp4	13.1 MB
06_more-derivative-examples_More_Derivative_Examples_merged.doc	12.0 KB
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07_computation-graph_3307143-Computation_graph-extended-description-mixed.mp4	5.2 MB
07_computation-graph_Computation_graph_merged.doc	6.5 KB
08_derivatives-with-a-computation-graph.en.srt	16.7 KB
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08_derivatives-with-a-computation-graph.mp4	22.7 MB
08_derivatives-with-a-computation-graph_3307164-Derivatives_with_a_Computation_Graph-extended-description-mixed.mp4	18.2 MB
08_derivatives-with-a-computation-graph_Derivatives_with_a_Computation_Graph_merged.doc	15.8 KB
09_logistic-regression-gradient-descent.en.srt	9.2 KB
09_logistic-regression-gradient-descent.en.txt	5.4 KB
09_logistic-regression-gradient-descent.mp4	11.7 MB
09_logistic-regression-gradient-descent_3307174-Logistic_Regression_Gradient_Descent-extended-description-mixed.mp4	9.0 MB
09_logistic-regression-gradient-descent_Logistic_Regression_Gradient_Descent_merged.doc	8.5 KB
10_gradient-descent-on-m-examples.en.srt	11.2 KB
10_gradient-descent-on-m-examples.en.txt	6.6 KB
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10_gradient-descent-on-m-examples_3307131-Gradient_Descent_on_m_Examples-extended-description-mixed.mp4	10.2 MB
10_gradient-descent-on-m-examples_Gradient_Descent_on_m_Examples_merged.doc	9.3 KB
11_derivation-of-dl-dz-optional_instructions.html	1.5 KB
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01_vectorization.en.srt	9.8 KB
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01_vectorization_Vectorization_merged.doc	9.9 KB
02_more-vectorization-examples.en.srt	7.6 KB
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02_more-vectorization-examples_3307175-More_Vectorization_Examples-extended-description-mixed.mp4	8.6 MB
02_more-vectorization-examples_More_Vectorization_Examples_merged.doc	8.8 KB
03_vectorizing-logistic-regression.en.srt	9.8 KB
03_vectorizing-logistic-regression.en.txt	5.6 KB
03_vectorizing-logistic-regression.mp4	12.0 MB
03_vectorizing-logistic-regression_3307188-Vectorizing_Logistic_Regression-extended-description-mixed.mp4	9.5 MB
03_vectorizing-logistic-regression_Vectorizing_Logistic_Regression_merged.doc	8.4 KB
04_vectorizing-logistic-regressions-gradient-output.en.srt	11.0 KB
04_vectorizing-logistic-regressions-gradient-output.en.txt	6.6 KB
04_vectorizing-logistic-regressions-gradient-output.mp4	16.3 MB
04_vectorizing-logistic-regressions-gradient-output_3307189-Vectorizing_Logistic_Regression_s_Gradient_Output-extended-description-mixed.mp4	12.4 MB
04_vectorizing-logistic-regressions-gradient-output_Vectorizing_Logistic_Regressions_Gradient_Output_merged.doc	10.3 KB
05_broadcasting-in-python.en.srt	14.3 KB
05_broadcasting-in-python.en.txt	8.8 KB
05_broadcasting-in-python.mp4	17.0 MB
05_broadcasting-in-python_3307142-Broadcasting_in_Python-extended-description-mixed.mp4	13.6 MB
05_broadcasting-in-python_Broadcasting_in_Python_merged.doc	13.8 KB
06_a-note-on-python-numpy-vectors.en.srt	9.3 KB
06_a-note-on-python-numpy-vectors.en.txt	5.8 KB
06_a-note-on-python-numpy-vectors.mp4	13.0 MB
06_a-note-on-python-numpy-vectors_3307138-A_note_on_python_numpy_vectors-extended-description-mixed.mp4	9.1 MB
06_a-note-on-python-numpy-vectors_A_note_on_python_numpy_vectors_merged.doc	9.1 KB
07_quick-tour-of-jupyter-ipython-notebooks.en.srt	5.9 KB
07_quick-tour-of-jupyter-ipython-notebooks.en.txt	3.6 KB
07_quick-tour-of-jupyter-ipython-notebooks.mp4	9.7 MB
07_quick-tour-of-jupyter-ipython-notebooks_3307178-Quick_tour_of_Jupyter_iPython_Notebooks-extended-description-mixed.mp4	7.0 MB
07_quick-tour-of-jupyter-ipython-notebooks_Quick_tour_of_Jupyter_iPython_Notebooks_merged.doc	8.4 KB
08_explanation-of-logistic-regression-cost-function-optional.en.srt	8.7 KB
08_explanation-of-logistic-regression-cost-function-optional.en.txt	5.4 KB
08_explanation-of-logistic-regression-cost-function-optional.mp4	11.0 MB
08_explanation-of-logistic-regression-cost-function-optional_3307166-Explanation_of_logistic_regression_cost_function__optional_-extended-description-mixed.mp4	9.3 MB
08_explanation-of-logistic-regression-cost-function-optional_Explanation_of_logistic_regression_cost_function_optional_merged.doc	10.2 KB
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01_lecture-notes-w2_instructions.html	2.4 KB
/.../02_neural-networks-basics/04_quiz/
01_neural-network-basics_exam.html	15.7 KB
/.../05_programming-assignments/
01_deep-learning-honor-code_instructions.html	1.8 KB
02_programming-assignment-faq_instructions.html	2.1 MB
03_optional-downloading-your-notebook-downloading-your-workspace-and-refreshing_instructions.html	5.1 KB
04_python-basics-with-numpy_instructions.html	10.6 KB
05_logistic-regression-with-a-neural-network-mindset_instructions.html	2.7 MB
/.../06_heroes-of-deep-learning-optional/
01_pieter-abbeel-interview.en.srt	27.5 KB
01_pieter-abbeel-interview.en.txt	16.6 KB
01_pieter-abbeel-interview.mp4	82.8 MB
01_pieter-abbeel-interview_3307177-Pieter_Abbeel_interview-extended-description-mixed.mp4	34.7 MB
01_pieter-abbeel-interview_Pieter_Abbeel_interview_merged.doc	23.4 KB
/.../01_shallow-neural-network/
01_neural-networks-overview.en.srt	6.1 KB
01_neural-networks-overview.en.txt	3.6 KB
01_neural-networks-overview.mp4	7.6 MB
01_neural-networks-overview_3307135-Neural_Networks_Overview-extended-description-mixed.mp4	6.9 MB
01_neural-networks-overview_Neural_Networks_Overview_merged.doc	8.3 KB
02_neural-network-representation.en.srt	8.3 KB
02_neural-network-representation.en.txt	5.3 KB
02_neural-network-representation.mp4	8.7 MB
02_neural-network-representation_3307134-Neural_Network_Representation-extended-description-mixed.mp4	4.9 MB
02_neural-network-representation_Neural_Network_Representation_merged.doc	9.5 KB
03_computing-a-neural-networks-output.en.srt	15.6 KB
03_computing-a-neural-networks-output.en.txt	9.2 KB
03_computing-a-neural-networks-output.mp4	17.1 MB
03_computing-a-neural-networks-output_3307122-Computing_a_Neural_Network_s_Output-extended-description-mixed.mp4	9.0 MB
03_computing-a-neural-networks-output_Computing_a_Neural_Networks_Output_merged.doc	13.4 KB
04_vectorizing-across-multiple-examples.en.srt	10.3 KB
04_vectorizing-across-multiple-examples.en.txt	6.4 KB
04_vectorizing-across-multiple-examples.mp4	14.5 MB
04_vectorizing-across-multiple-examples_3307185-Vectorizing_across_multiple_examples-extended-description-mixed.mp4	11.5 MB
04_vectorizing-across-multiple-examples_Vectorizing_across_multiple_examples_merged.doc	9.7 KB
05_explanation-for-vectorized-implementation.en.srt	8.9 KB
05_explanation-for-vectorized-implementation.en.txt	5.5 KB
05_explanation-for-vectorized-implementation.mp4	12.5 MB
05_explanation-for-vectorized-implementation_3307165-Explanation_for_Vectorized_Implementation-extended-description-mixed.mp4	9.7 MB
05_explanation-for-vectorized-implementation_Explanation_for_Vectorized_Implementation_merged.doc	8.5 KB
06_activation-functions.en.srt	14.7 KB
06_activation-functions.en.txt	9.1 KB
06_activation-functions.mp4	22.8 MB
06_activation-functions_3307140-Activation_functions-extended-description-mixed.mp4	14.4 MB
06_activation-functions_Activation_functions_merged.doc	13.5 KB
07_why-do-you-need-non-linear-activation-functions.en.srt	6.7 KB
07_why-do-you-need-non-linear-activation-functions.en.txt	4.1 KB
07_why-do-you-need-non-linear-activation-functions.mp4	9.7 MB
07_why-do-you-need-non-linear-activation-functions_3307137-Why_do_you_need_non-linear_activation_functions_-extended-description-mixed.mp4	7.4 MB
07_why-do-you-need-non-linear-activation-functions_Why_do_you_need_non-linear_activation_functions__merged.doc	6.8 KB
08_derivatives-of-activation-functions.en.srt	10.6 KB
08_derivatives-of-activation-functions.en.txt	6.1 KB
08_derivatives-of-activation-functions.mp4	11.9 MB
08_derivatives-of-activation-functions_3307123-Derivatives_of_activation_functions-extended-description-mixed.mp4	9.9 MB
08_derivatives-of-activation-functions_Derivatives_of_activation_functions_merged.doc	9.3 KB
09_gradient-descent-for-neural-networks.en.srt	12.3 KB
09_gradient-descent-for-neural-networks.en.txt	7.2 KB
09_gradient-descent-for-neural-networks.mp4	16.8 MB
09_gradient-descent-for-neural-networks_3307127-Gradient_descent_for_Neural_Networks-extended-description-mixed.mp4	12.8 MB
09_gradient-descent-for-neural-networks_Gradient_descent_for_Neural_Networks_merged.doc	10.9 KB
10_backpropagation-intuition-optional.en.srt	20.8 KB
10_backpropagation-intuition-optional.en.txt	10.8 KB
10_backpropagation-intuition-optional.mp4	30.0 MB
10_backpropagation-intuition-optional_3287057-Backpropagation_intuition__optional_-extended-description-mixed.mp4	22.2 MB
10_backpropagation-intuition-optional_Backpropagation_intuition_optional_merged.doc	18.8 KB
11_random-initialization.en.srt	10.6 KB
11_random-initialization.en.txt	6.5 KB
11_random-initialization.mp4	12.5 MB
11_random-initialization_3307179-Random_Initialization-extended-description-mixed.mp4	10.1 MB
11_random-initialization_Random_Initialization_merged.doc	10.5 KB
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01_shallow-neural-networks_exam.html	240.2 KB
/.../04_programming-assignment/
01_planar-data-classification-with-one-hidden-layer_instructions.html	129.4 KB
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01_ian-goodfellow-interview.en.srt	23.6 KB
01_ian-goodfellow-interview.en.txt	14.5 KB
01_ian-goodfellow-interview.mp4	56.7 MB
01_ian-goodfellow-interview_3307172-Ian_Goodfellow_interview-extended-description-mixed.mp4	23.7 MB
01_ian-goodfellow-interview_Ian_Goodfellow_interview_merged.doc	20.2 KB
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01_deep-l-layer-neural-network.en.srt	7.6 KB
01_deep-l-layer-neural-network.en.txt	4.8 KB
01_deep-l-layer-neural-network.mp4	10.8 MB
01_deep-l-layer-neural-network_3307163-Deep_L-layer_neural_network-extended-description-mixed.mp4	8.5 MB
01_deep-l-layer-neural-network_Deep_L-layer_neural_network_merged.doc	8.4 KB
02_forward-propagation-in-a-deep-network.en.srt	9.1 KB
02_forward-propagation-in-a-deep-network.en.txt	5.3 KB
02_forward-propagation-in-a-deep-network.mp4	13.6 MB
02_forward-propagation-in-a-deep-network_3307125-Forward_Propagation_in_a_Deep_Network-extended-description-mixed.mp4	9.9 MB
02_forward-propagation-in-a-deep-network_Forward_Propagation_in_a_Deep_Network_merged.doc	8.6 KB
03_getting-your-matrix-dimensions-right.en.srt	13.7 KB
03_getting-your-matrix-dimensions-right.en.txt	7.0 KB
03_getting-your-matrix-dimensions-right.mp4	18.2 MB
03_getting-your-matrix-dimensions-right_3307170-Getting_your_matrix_dimensions_right-extended-description-mixed.mp4	9.6 MB
03_getting-your-matrix-dimensions-right_Getting_your_matrix_dimensions_right_merged.doc	10.7 KB
04_why-deep-representations.en.srt	15.0 KB
04_why-deep-representations.en.txt	9.6 KB
04_why-deep-representations.mp4	18.4 MB
04_why-deep-representations_3307191-Why_deep_representations_-extended-description-mixed.mp4	13.8 MB
04_why-deep-representations_Why_deep_representations__merged.doc	13.9 KB
05_building-blocks-of-deep-neural-networks.en.srt	9.6 KB
05_building-blocks-of-deep-neural-networks.en.txt	5.9 KB
05_building-blocks-of-deep-neural-networks.mp4	13.4 MB
05_building-blocks-of-deep-neural-networks_3307121-Building_blocks_of_deep_neural_networks-extended-description-mixed.mp4	10.6 MB
05_building-blocks-of-deep-neural-networks_Building_blocks_of_deep_neural_networks_merged.doc	9.0 KB
05_building-blocks-of-deep-neural-networks_C1W4L04.pptx	648.9 KB
06_forward-and-backward-propagation.en.srt	15.1 KB
06_forward-and-backward-propagation.en.txt	7.9 KB
06_forward-and-backward-propagation.mp4	22.4 MB
06_forward-and-backward-propagation_3287058-Forward_and_Backward_Propagation-extended-description-mixed_1.mp4	14.5 MB
06_forward-and-backward-propagation_Forward_and_Backward_Propagation_merged.doc	12.9 KB
07_optional-reading-feedforward-neural-networks-in-depth_instructions.html	1.3 KB
08_parameters-vs-hyperparameters.en.srt	13.3 KB
08_parameters-vs-hyperparameters.en.txt	6.9 KB
08_parameters-vs-hyperparameters.mp4	10.7 MB
08_parameters-vs-hyperparameters_3307176-Parameters_vs_Hyperparameters-extended-description-mixed.mp4	9.0 MB
08_parameters-vs-hyperparameters_Parameters_vs_Hyperparameters_merged.doc	8.6 KB
09_clarification-for-what-does-this-have-to-do-with-the-brain_instructions.html	1.9 KB
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10_what-does-this-have-to-do-with-the-brain.mp4	6.5 MB
10_what-does-this-have-to-do-with-the-brain_3307136-What_does_this_have_to_do_with_the_brain_-extended-description-mixed.mp4	5.1 MB
10_what-does-this-have-to-do-with-the-brain_What_does_this_have_to_do_with_the_brain__merged.doc	5.8 KB
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01_key-concepts-on-deep-neural-networks_exam.html	183.8 KB
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01_important-reminder-about-end-of-access-to-lab-notebooks_instructions.html	2.3 KB
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01_building-your-deep-neural-network-step-by-step_instructions.html	2.4 KB
02_confusing-output-from-the-autograder_instructions.html	1.6 KB
03_deep-neural-network-application_instructions.html	468.6 KB
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01_train-dev-test-sets.mp4	17.6 MB
01_train-dev-test-sets_3307250-Train___Dev___Test_sets-extended-description-mixed.mp4	14.7 MB
01_train-dev-test-sets_Train___Dev___Test_sets_merged.doc	16.0 KB
02_bias-variance.en.srt	14.2 KB
02_bias-variance.en.txt	8.4 KB
02_bias-variance.mp4	14.0 MB
02_bias-variance_3307225-Bias___Variance-extended-description-mixed.mp4	11.2 MB
02_bias-variance_Bias___Variance_merged.doc	12.4 KB
03_basic-recipe-for-machine-learning.en.srt	10.8 KB
03_basic-recipe-for-machine-learning.en.txt	6.5 KB
03_basic-recipe-for-machine-learning.mp4	10.7 MB
03_basic-recipe-for-machine-learning_3307223-Basic_Recipe_for_Machine_Learning-extended-description-mixed.mp4	8.2 MB
03_basic-recipe-for-machine-learning_Basic_Recipe_for_Machine_Learning_merged.doc	9.8 KB
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01_clarification-about-upcoming-regularization-video_instructions.html	1.6 KB
02_regularization.en.srt	13.0 KB
02_regularization.en.txt	8.1 KB
02_regularization.mp4	14.9 MB
02_regularization_3307245-Regularization-extended-description-mixed.mp4	12.1 MB
02_regularization_Regularization_merged.doc	12.1 KB
03_why-regularization-reduces-overfitting.en.srt	10.3 KB
03_why-regularization-reduces-overfitting.en.txt	6.4 KB
03_why-regularization-reduces-overfitting.mp4	10.9 MB
03_why-regularization-reduces-overfitting_3307259-Why_regularization_reduces_overfitting_-extended-description-mixed.mp4	9.1 MB
03_why-regularization-reduces-overfitting_Why_regularization_reduces_overfitting__merged.doc	9.3 KB
04_dropout-regularization.en.srt	14.2 KB
04_dropout-regularization.en.txt	8.3 KB
04_dropout-regularization.mp4	13.7 MB
04_dropout-regularization_3307228-Dropout_Regularization-extended-description-mixed.mp4	11.6 MB
04_dropout-regularization_Dropout_Regularization_merged.doc	13.0 KB
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01_conclusion-and-thank-you_C5W3L11_SummaryThankYou.pptx	925.1 KB
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01_references_a486cd07e4ac3d270571622f4f316ec5-Paper.pdf	614.6 KB
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01_references_SMC07_Paper_55.pdf	411.9 KB
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