Index of /videos/courses/specializations/deep_learning/deep-neural-network/02_optimization-algorithms/01_optimization-algorithms

[ICO]NameLast modifiedSizeDescription
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[TXT]01_mini-batch-gradient-descent.en.srt2020-07-22 07:23 13K 
[TXT]01_mini-batch-gradient-descent.en.txt2020-07-22 07:23 8.1K 
[VID]01_mini-batch-gradient-descent.mp42020-07-22 07:23 15M 
[VID]01_mini-batch-gradient-descent_3307220-Mini-batch_gradient_descent-extended-description-mixed.mp42020-07-22 07:23 14M 
[ ]01_mini-batch-gradient-descent_C2W2L01.pptx2020-07-22 07:23 314K 
[ ]01_mini-batch-gradient-descent_Mini-batch_gradient_descent_merged.doc2020-07-22 07:23 12K 
[TXT]02_understanding-mini-batch-gradient-descent.en.srt2020-07-22 07:23 14K 
[TXT]02_understanding-mini-batch-gradient-descent.en.txt2020-07-22 07:23 8.8K 
[VID]02_understanding-mini-batch-gradient-descent.mp42020-07-22 07:23 14M 
[VID]02_understanding-mini-batch-gradient-descent_3307255-Understanding_mini-batch_gradient_descent-extended-description-mixed.mp42020-07-22 07:23 14M 
[ ]02_understanding-mini-batch-gradient-descent_C2W2L02.pptx2020-07-22 07:23 314K 
[ ]02_understanding-mini-batch-gradient-descent_Understanding_mini-batch_gradient_descent_merged.doc2020-07-22 07:23 13K 
[TXT]03_exponentially-weighted-averages.en.srt2020-07-22 07:23 8.8K 
[TXT]03_exponentially-weighted-averages.en.txt2020-07-22 07:23 5.2K 
[VID]03_exponentially-weighted-averages.mp42020-07-22 07:23 7.6M 
[VID]03_exponentially-weighted-averages_3307229-Exponentially_weighted_averages-extended-description-mixed.mp42020-07-22 07:23 7.4M 
[ ]03_exponentially-weighted-averages_Exponentially_weighted_averages_merged.doc2020-07-22 07:23 8.5K 
[ ]03_exponentially-weighted-averages_c2w2l03.pptx2020-07-22 07:23 681K 
[TXT]04_understanding-exponentially-weighted-averages.en.srt2020-07-22 07:23 14K 
[TXT]04_understanding-exponentially-weighted-averages.en.txt2020-07-22 07:23 7.8K 
[VID]04_understanding-exponentially-weighted-averages.mp42020-07-22 07:23 12M 
[VID]04_understanding-exponentially-weighted-averages_3307254-Understanding_exponentially_weighted_averages-extended-description-mixed.mp42020-07-22 07:23 12M 
[ ]04_understanding-exponentially-weighted-averages_C2W2L03b.pptx2020-07-22 07:23 621K 
[ ]04_understanding-exponentially-weighted-averages_Understanding_exponentially_weighted_averages_merged.doc2020-07-22 07:23 12K 
[TXT]05_bias-correction-in-exponentially-weighted-averages.en.srt2020-07-22 07:23 5.2K 
[TXT]05_bias-correction-in-exponentially-weighted-averages.en.txt2020-07-22 07:23 3.2K 
[VID]05_bias-correction-in-exponentially-weighted-averages.mp42020-07-22 07:23 6.0M 
[VID]05_bias-correction-in-exponentially-weighted-averages_3307226-Bias_correction_in_exponentially_weighted_averages-extended-description-mixed.mp42020-07-22 07:23 6.2M 
[ ]05_bias-correction-in-exponentially-weighted-averages_Bias_correction_in_exponentially_weighted_averages_merged.doc2020-07-22 07:23 6.6K 
[ ]05_bias-correction-in-exponentially-weighted-averages_C2W2L04.pptx2020-07-22 07:23 423K 
[TXT]06_gradient-descent-with-momentum.en.srt2020-07-22 07:23 12K 
[TXT]06_gradient-descent-with-momentum.en.txt2020-07-22 07:23 7.8K 
[VID]06_gradient-descent-with-momentum.mp42020-07-22 07:23 12M 
[VID]06_gradient-descent-with-momentum_3307234-Gradient_descent_with_momentum-extended-description-mixed.mp42020-07-22 07:23 12M 
[ ]06_gradient-descent-with-momentum_C2W2L05.pptx2020-07-22 07:23 297K 
[ ]06_gradient-descent-with-momentum_Gradient_descent_with_momentum_merged.doc2020-07-22 07:23 12K 
[TXT]07_rmsprop.en.srt2020-07-22 07:23 9.9K 
[TXT]07_rmsprop.en.txt2020-07-22 07:23 6.3K 
[VID]07_rmsprop.mp42020-07-22 07:23 10M 
[VID]07_rmsprop_3307246-RMSprop-extended-description-mixed.mp42020-07-22 07:23 9.9M 
[ ]07_rmsprop_C2W2L06.pptx2020-07-22 07:23 181K 
[ ]07_rmsprop_RMSprop_merged.doc2020-07-22 07:23 9.7K 
[TXT]08_clarification-about-upcoming-adam-optimization-video_instructions.html2020-07-22 07:23 322K 
[TXT]09_adam-optimization-algorithm.en.srt2020-07-22 07:23 8.6K 
[TXT]09_adam-optimization-algorithm.en.txt2020-07-22 07:23 5.3K 
[VID]09_adam-optimization-algorithm.mp42020-07-22 07:23 9.4M 
[VID]09_adam-optimization-algorithm_3307222-Adam_optimization_algorithm-extended-description-mixed.mp42020-07-22 07:23 9.0M 
[ ]09_adam-optimization-algorithm_Adam_optimization_algorithm_merged.doc2020-07-22 07:23 8.8K 
[ ]09_adam-optimization-algorithm_C2W2L07.pptx2020-07-22 07:23 466K 
[TXT]10_clarification-about-learning-rate-decay-video_instructions.html2020-07-22 07:23 518K 
[TXT]11_learning-rate-decay.en.srt2020-07-22 07:24 9.0K 
[TXT]11_learning-rate-decay.en.txt2020-07-22 07:24 5.5K 
[VID]11_learning-rate-decay.mp42020-07-22 07:23 9.3M 
[VID]11_learning-rate-decay_3307237-Learning_rate_decay-extended-description-mixed.mp42020-07-22 07:24 8.9M 
[ ]11_learning-rate-decay_C2W2L08.pptx2020-07-22 07:24 235K 
[ ]11_learning-rate-decay_Learning_rate_decay_merged.doc2020-07-22 07:24 9.1K 
[TXT]12_the-problem-of-local-optima.en.srt2020-07-22 07:24 8.3K 
[TXT]12_the-problem-of-local-optima.en.txt2020-07-22 07:24 5.0K 
[VID]12_the-problem-of-local-optima.mp42020-07-22 07:24 6.9M 
[VID]12_the-problem-of-local-optima_3307249-The_problem_of_local_optima-extended-description-mixed.mp42020-07-22 07:24 6.6M 
[ ]12_the-problem-of-local-optima_C2W2L09.pptx2020-07-22 07:24 867K 
[ ]12_the-problem-of-local-optima_The_problem_of_local_optima_merged.doc2020-07-22 07:24 7.9K