Coursera - Machine Learning Specialization by DeepLearning.AI

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Date:
07/06/23 at 9:51pm GMT+1
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Unknown
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6
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6
File size:
3.5 GB in 98 files

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  This torrent has been verified.

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db83b358e3fa5a6ddcc731bb936da503a039cfd6


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  • Coursera - Machine Learning Specialization by DeepLearning.AI
  • icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.srt 5.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.en.txt 2.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/01_welcome.mp4 10.6 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.srt 18.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.en.txt 9.5 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/02_neurons-and-the-brain.mp4 26.9 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.srt 26.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.en.txt 14 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/03_demand-prediction.mp4 24.2 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.srt 10.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.en.txt 5.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/01_neural-networks-intuition/04_example-recognizing-images.mp4 14.6 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.srt 13 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.en.txt 6.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/01_neural-network-layer.mp4 20.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.srt 11.7 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.en.txt 6.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/02_more-complex-neural-networks.mp4 17 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.srt 7 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.en.txt 4.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/02_neural-network-model/03_inference-making-predictions-forward-propagation.mp4 12.6 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.srt 10 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.en.txt 5.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/01_inference-in-code.mp4 16.8 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.srt 13.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.en.txt 8.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/02_data-in-tensorflow.mp4 24.8 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.srt 10.7 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.en.txt 6.9 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/03_tensorflow-implementation/03_building-a-neural-network.mp4 24.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.srt 6.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.en.txt 3.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/01_forward-prop-in-a-single-layer.mp4 12.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.srt 11.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.en.txt 6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/04_neural-network-implementation-in-python/02_general-implementation-of-forward-propagation.mp4 21.3 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.en.srt 16.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.en.txt 8.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/05_speculations-on-artificial-general-intelligence-agi/01_is-there-a-path-to-agi.mp4 28.1 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.srt 6.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.en.txt 3.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/01_how-neural-networks-are-implemented-efficiently.mp4 12.2 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.en.srt 12.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.en.txt 6.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/02_matrix-multiplication.mp4 15.9 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.en.srt 11.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.en.txt 7.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/03_matrix-multiplication-rules.mp4 16.1 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.en.srt 8.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.en.txt 4.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/01_neural-networks/06_vectorization-optional/04_matrix-multiplication-code.mp4 13.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.srt 5.9 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.en.txt 3.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/01_tensorflow-implementation.mp4 11.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.srt 20.9 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.en.txt 10.9 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/01_neural-network-training/02_training-details.mp4 24.1 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.srt 6.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.en.txt 4.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/01_alternatives-to-the-sigmoid-activation.mp4 12 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.srt 13.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.en.txt 7.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/02_choosing-activation-functions.mp4 23.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.srt 7.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.en.txt 4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/02_activation-functions/03_why-do-we-need-activation-functions.mp4 12.9 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.srt 4.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.en.txt 2.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/01_multiclass.mp4 8.4 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.srt 15.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.en.txt 7.9 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/02_softmax.mp4 20.7 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.srt 9.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.en.txt 5.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/03_neural-network-with-softmax-output.mp4 15 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.srt 13.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.en.txt 7.1 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/04_improved-implementation-of-softmax.mp4 15.1 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.srt 6.8 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.en.txt 3.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/03_multiclass-classification/05_classification-with-multiple-outputs-optional.mp4 11.3 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.srt 10.5 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.en.txt 5.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/01_advanced-optimization.mp4 15.6 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.srt 11.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.en.txt 7.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/04_additional-neural-network-concepts/02_additional-layer-types.mp4 19.5 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.srt 29.7 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.en.txt 15.2 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/01_what-is-a-derivative-optional.mp4 38.3 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.srt 26.4 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.en.txt 13.6 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/02_computation-graph-optional.mp4 30 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.srt 11.9 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.en.txt 7.3 KB
    icon ~Get Your Files Here !/advanced-learning-algorithms/02_neural-network-training/05_back-propagation-optional/03_larger-neural-network-example-optional.mp4 26.1 MB
    icon ~Get Your Files Here !/advanced-learning-algorithms/03_advice-for-applying-machine-learning/01_advice-for-applying-machine-learning/01_deciding-what-to-try-next.en.srt 6.8 KB
    icon ~Get Your Files Here !/Bonus Resources.txt 386 B

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