Coursera - Machine Learning Specialization

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advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.srt5.4 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt2.8 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.mp410.6 MB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.srt18.3 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.txt9.5 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.mp426.9 MB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.srt26.6 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.txt14.0 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.mp424.2 MB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.srt10.2 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.txt5.3 KB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.mp414.6 MB
advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/05_important-have-questions-issues-or-ideas-join-our-forum_instructions.html1.6 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.srt13.0 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.txt6.8 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.mp420.4 MB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.srt11.7 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.txt6.1 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.mp417.0 MB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.srt7.0 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.txt4.3 KB
advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.mp412.6 MB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.srt10.0 KB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.txt5.2 KB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.mp416.8 MB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.srt13.2 KB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.txt8.3 KB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.mp424.8 MB
advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.srt10.7 KB
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advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.mp424.4 MB
advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.srt6.1 KB
advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.txt3.8 KB
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advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.srt11.6 KB
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advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.mp421.3 MB
advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.en.srt16.4 KB
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advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.srt6.1 KB
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advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.srt5.9 KB
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advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.mp411.4 MB
advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.srt20.9 KB
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advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.srt6.8 KB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.txt4.3 KB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.mp412.0 MB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.srt13.8 KB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.txt7.2 KB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.mp423.4 MB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.srt7.6 KB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.txt4.0 KB
advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.mp412.9 MB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.srt4.3 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.txt2.8 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.mp48.4 MB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.srt15.4 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.txt7.9 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.mp420.7 MB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.srt9.1 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.txt5.8 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.mp415.0 MB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.srt13.4 KB
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advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.mp415.1 MB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.srt6.8 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.txt3.6 KB
advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.mp411.3 MB
advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.srt10.5 KB
advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.txt5.6 KB
advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.mp415.6 MB
advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.srt11.3 KB
advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.txt7.2 KB
advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.mp419.5 MB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.srt29.7 KB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.txt15.2 KB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.mp438.3 MB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.srt26.4 KB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.txt13.6 KB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.mp430.0 MB
advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.srt11.9 KB
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advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.mp426.1 MB
advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/01_deciding-what-to-try-next.en.srt6.8 KB
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advanced-learning-algorithms/03_advice-for-applying-machine-learning/02_bias-and-variance/01_diagnosing-bias-and-variance.en.srt17.8 KB
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