| Coursera - Machine Learning Specialization |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 01_welcome.en.srt - 5.36 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 01_welcome.en.txt - 2.84 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 01_welcome.mp4 - 10.64 MB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 02_neurons-and-the-brain.en.srt - 18.27 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 02_neurons-and-the-brain.en.txt - 9.52 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 02_neurons-and-the-brain.mp4 - 26.86 MB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 03_demand-prediction.en.srt - 26.6 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 03_demand-prediction.en.txt - 13.99 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 03_demand-prediction.mp4 - 24.19 MB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 04_example-recognizing-images.en.srt - 10.18 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 04_example-recognizing-images.en.txt - 5.33 KB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 04_example-recognizing-images.mp4 - 14.59 MB |
| | advanced-learning-algorithms | 01_neural-networks | 01_neural-networks-intuition |-- 05_important-have-questions-issues-or-ideas-join-our-forum_instructions.html - 1.65 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 01_neural-network-layer.en.srt - 12.99 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 01_neural-network-layer.en.txt - 6.84 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 01_neural-network-layer.mp4 - 20.43 MB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 02_more-complex-neural-networks.en.srt - 11.73 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 02_more-complex-neural-networks.en.txt - 6.06 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 02_more-complex-neural-networks.mp4 - 17.03 MB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 03_inference-making-predictions-forward-propagation.en.srt - 6.96 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 03_inference-making-predictions-forward-propagation.en.txt - 4.34 KB |
| | advanced-learning-algorithms | 01_neural-networks | 02_neural-network-model |-- 03_inference-making-predictions-forward-propagation.mp4 - 12.55 MB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 01_inference-in-code.en.srt - 10.03 KB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 01_inference-in-code.en.txt - 5.25 KB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 01_inference-in-code.mp4 - 16.82 MB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 02_data-in-tensorflow.en.srt - 13.17 KB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 02_data-in-tensorflow.en.txt - 8.25 KB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 02_data-in-tensorflow.mp4 - 24.83 MB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 03_building-a-neural-network.en.srt - 10.69 KB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 03_building-a-neural-network.en.txt - 6.87 KB |
| | advanced-learning-algorithms | 01_neural-networks | 03_tensorflow-implementation |-- 03_building-a-neural-network.mp4 - 24.4 MB |
| | advanced-learning-algorithms | 01_neural-networks | 04_neural-network-implementation-in-python |-- 01_forward-prop-in-a-single-layer.en.srt - 6.05 KB |
| | advanced-learning-algorithms | 01_neural-networks | 04_neural-network-implementation-in-python |-- 01_forward-prop-in-a-single-layer.en.txt - 3.84 KB |
| | advanced-learning-algorithms | 01_neural-networks | 04_neural-network-implementation-in-python |-- 01_forward-prop-in-a-single-layer.mp4 - 12.38 MB |
| | advanced-learning-algorithms | 01_neural-networks | 04_neural-network-implementation-in-python |-- 02_general-implementation-of-forward-propagation.en.srt - 11.61 KB |
| | advanced-learning-algorithms | 01_neural-networks | 04_neural-network-implementation-in-python |-- 02_general-implementation-of-forward-propagation.en.txt - 6.01 KB |
| | advanced-learning-algorithms | 01_neural-networks | 04_neural-network-implementation-in-python |-- 02_general-implementation-of-forward-propagation.mp4 - 21.33 MB |
| | advanced-learning-algorithms | 01_neural-networks | 05_speculations-on-artificial-general-intelligence-agi |-- 01_is-there-a-path-to-agi.en.srt - 16.42 KB |
| | advanced-learning-algorithms | 01_neural-networks | 05_speculations-on-artificial-general-intelligence-agi |-- 01_is-there-a-path-to-agi.en.txt - 8.59 KB |
| | advanced-learning-algorithms | 01_neural-networks | 05_speculations-on-artificial-general-intelligence-agi |-- 01_is-there-a-path-to-agi.mp4 - 28.09 MB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 01_how-neural-networks-are-implemented-efficiently.en.srt - 6.12 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 01_how-neural-networks-are-implemented-efficiently.en.txt - 3.17 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 01_how-neural-networks-are-implemented-efficiently.mp4 - 12.24 MB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 02_matrix-multiplication.en.srt - 12.33 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 02_matrix-multiplication.en.txt - 6.39 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 02_matrix-multiplication.mp4 - 15.89 MB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 03_matrix-multiplication-rules.en.srt - 11.38 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 03_matrix-multiplication-rules.en.txt - 7.08 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 03_matrix-multiplication-rules.mp4 - 16.14 MB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 04_matrix-multiplication-code.en.srt - 8.82 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 04_matrix-multiplication-code.en.txt - 4.58 KB |
| | advanced-learning-algorithms | 01_neural-networks | 06_vectorization-optional |-- 04_matrix-multiplication-code.mp4 - 13.38 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 01_neural-network-training |-- 01_tensorflow-implementation.en.srt - 5.94 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 01_neural-network-training |-- 01_tensorflow-implementation.en.txt - 3.09 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 01_neural-network-training |-- 01_tensorflow-implementation.mp4 - 11.4 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 01_neural-network-training |-- 02_training-details.en.srt - 20.89 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 01_neural-network-training |-- 02_training-details.en.txt - 10.91 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 01_neural-network-training |-- 02_training-details.mp4 - 24.08 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 01_alternatives-to-the-sigmoid-activation.en.srt - 6.83 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 01_alternatives-to-the-sigmoid-activation.en.txt - 4.31 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 01_alternatives-to-the-sigmoid-activation.mp4 - 11.96 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 02_choosing-activation-functions.en.srt - 13.76 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 02_choosing-activation-functions.en.txt - 7.24 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 02_choosing-activation-functions.mp4 - 23.39 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 03_why-do-we-need-activation-functions.en.srt - 7.63 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 03_why-do-we-need-activation-functions.en.txt - 4.01 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 02_activation-functions |-- 03_why-do-we-need-activation-functions.mp4 - 12.93 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 01_multiclass.en.srt - 4.28 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 01_multiclass.en.txt - 2.76 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 01_multiclass.mp4 - 8.37 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 02_softmax.en.srt - 15.38 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 02_softmax.en.txt - 7.93 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 02_softmax.mp4 - 20.69 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 03_neural-network-with-softmax-output.en.srt - 9.07 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 03_neural-network-with-softmax-output.en.txt - 5.76 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 03_neural-network-with-softmax-output.mp4 - 15.03 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 04_improved-implementation-of-softmax.en.srt - 13.39 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 04_improved-implementation-of-softmax.en.txt - 7.07 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 04_improved-implementation-of-softmax.mp4 - 15.05 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 05_classification-with-multiple-outputs-optional.en.srt - 6.76 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 05_classification-with-multiple-outputs-optional.en.txt - 3.58 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 03_multiclass-classification |-- 05_classification-with-multiple-outputs-optional.mp4 - 11.31 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 04_additional-neural-network-concepts |-- 01_advanced-optimization.en.srt - 10.54 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 04_additional-neural-network-concepts |-- 01_advanced-optimization.en.txt - 5.56 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 04_additional-neural-network-concepts |-- 01_advanced-optimization.mp4 - 15.57 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 04_additional-neural-network-concepts |-- 02_additional-layer-types.en.srt - 11.31 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 04_additional-neural-network-concepts |-- 02_additional-layer-types.en.txt - 7.24 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 04_additional-neural-network-concepts |-- 02_additional-layer-types.mp4 - 19.52 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 01_what-is-a-derivative-optional.en.srt - 29.72 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 01_what-is-a-derivative-optional.en.txt - 15.2 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 01_what-is-a-derivative-optional.mp4 - 38.3 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 02_computation-graph-optional.en.srt - 26.39 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 02_computation-graph-optional.en.txt - 13.61 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 02_computation-graph-optional.mp4 - 29.97 MB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 03_larger-neural-network-example-optional.en.srt - 11.92 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 03_larger-neural-network-example-optional.en.txt - 7.31 KB |
| | advanced-learning-algorithms | 02_neural-network-training | 05_back-propagation-optional |-- 03_larger-neural-network-example-optional.mp4 - 26.11 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 01_deciding-what-to-try-next.en.srt - 6.77 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 01_deciding-what-to-try-next.en.txt - 3.56 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 01_deciding-what-to-try-next.mp4 - 11.45 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 02_evaluating-a-model.en.srt - 12.83 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 02_evaluating-a-model.en.txt - 8.16 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 02_evaluating-a-model.mp4 - 19.45 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 03_model-selection-and-training-cross-validation-test-sets.en.srt - 21.28 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 03_model-selection-and-training-cross-validation-test-sets.en.txt - 11.23 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 01_advice-for-applying-machine-learning |-- 03_model-selection-and-training-cross-validation-test-sets.mp4 - 29.62 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 01_diagnosing-bias-and-variance.en.srt - 17.78 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 01_diagnosing-bias-and-variance.en.txt - 9.24 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 01_diagnosing-bias-and-variance.mp4 - 20.3 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 02_regularization-and-bias-variance.en.srt - 16.26 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 02_regularization-and-bias-variance.en.txt - 8.3 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 02_regularization-and-bias-variance.mp4 - 21.11 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 03_establishing-a-baseline-level-of-performance.en.srt - 15.85 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 03_establishing-a-baseline-level-of-performance.en.txt - 8.26 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 03_establishing-a-baseline-level-of-performance.mp4 - 19.39 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 04_learning-curves.en.srt - 20.06 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 04_learning-curves.en.txt - 10.49 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 04_learning-curves.mp4 - 23.28 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 05_deciding-what-to-try-next-revisited.en.srt - 14.51 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 05_deciding-what-to-try-next-revisited.en.txt - 7.75 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 05_deciding-what-to-try-next-revisited.mp4 - 28.02 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 06_bias-variance-and-neural-networks.en.srt - 14.59 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 06_bias-variance-and-neural-networks.en.txt - 9.47 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 02_bias-and-variance |-- 06_bias-variance-and-neural-networks.mp4 - 26.94 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 01_iterative-loop-of-ml-development.en.srt - 12.14 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 01_iterative-loop-of-ml-development.en.txt - 6.44 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 01_iterative-loop-of-ml-development.mp4 - 14.81 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 02_error-analysis.en.srt - 13.24 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 02_error-analysis.en.txt - 7.05 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 02_error-analysis.mp4 - 17.51 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 03_adding-data.en.srt - 18.94 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 03_adding-data.en.txt - 12.04 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 03_adding-data.mp4 - 32.94 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 04_transfer-learning-using-data-from-a-different-task.en.srt - 20.17 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 04_transfer-learning-using-data-from-a-different-task.en.txt - 10.54 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 04_transfer-learning-using-data-from-a-different-task.mp4 - 19.02 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 05_full-cycle-of-a-machine-learning-project.en.srt - 14.54 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 05_full-cycle-of-a-machine-learning-project.en.txt - 7.71 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 05_full-cycle-of-a-machine-learning-project.mp4 - 16.35 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 06_fairness-bias-and-ethics.en.srt - 13.42 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 06_fairness-bias-and-ethics.en.txt - 8.64 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 03_machine-learning-development-process |-- 06_fairness-bias-and-ethics.mp4 - 25.35 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 04_skewed-datasets-optional |-- 01_error-metrics-for-skewed-datasets.en.srt - 17.02 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 04_skewed-datasets-optional |-- 01_error-metrics-for-skewed-datasets.en.txt - 8.89 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 04_skewed-datasets-optional |-- 01_error-metrics-for-skewed-datasets.mp4 - 18.95 MB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 04_skewed-datasets-optional |-- 02_trading-off-precision-and-recall.en.srt - 18.29 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 04_skewed-datasets-optional |-- 02_trading-off-precision-and-recall.en.txt - 9.58 KB |
| | advanced-learning-algorithms | 03_advice-for-applying-machine-learning | 04_skewed-datasets-optional |-- 02_trading-off-precision-and-recall.mp4 - 22.17 MB |
| | advanced-learning-algorithms | 04_decision-trees | 01_decision-trees |-- 01_decision-tree-model.en.srt - 10.84 KB |
| | advanced-learning-algorithms | 04_decision-trees | 01_decision-trees |-- 01_decision-tree-model.en.txt - 5.65 KB |
| | advanced-learning-algorithms | 04_decision-trees | 01_decision-trees |-- 01_decision-tree-model.mp4 - 14.76 MB |
| | advanced-learning-algorithms | 04_decision-trees | 01_decision-trees |-- 02_learning-process.en.srt - 18.03 KB |
| | advanced-learning-algorithms | 04_decision-trees | 01_decision-trees |-- 02_learning-process.en.txt - 9.42 KB |
| | advanced-learning-algorithms | 04_decision-trees | 01_decision-trees |-- 02_learning-process.mp4 - 29.03 MB |
| | advanced-learning-algorithms | 04_decision-trees | 02_decision-tree-learning |-- 01_measuring-purity.en.srt - 10.17 KB |
| | advanced-learning-algorithms | 04_decision-trees | 02_decision-tree-learning |-- 01_measuring-purity.en.txt - 5.39 KB |
| | advanced-learning-algorithms | 04_decision-trees | 02_decision-tree-learning |-- 01_measuring-purity.mp4 - 15.97 MB |
| | advanced-learning-algorithms | 04_decision-trees | 02_decision-tree-learning |-- 02_choosing-a-split-information-gain.en.srt - 17.43 KB |
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| | unsupervised-learning-recommenders-reinforcement-learning | 03_reinforcement-learning | 06_conversations-with-andrew-optional |-- 01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.en.txt - 31.76 KB |
| | unsupervised-learning-recommenders-reinforcement-learning | 03_reinforcement-learning | 06_conversations-with-andrew-optional |-- 01_andrew-ng-and-chelsea-finn-on-ai-and-robotics.mp4 - 230.66 MB |
| | unsupervised-learning-recommenders-reinforcement-learning | 03_reinforcement-learning | 07_acknowledgments |-- 01_acknowledgments_instructions.html - 5.3 KB |
| | unsupervised-learning-recommenders-reinforcement-learning | 03_reinforcement-learning | 07_acknowledgments |-- 02_optional-opportunity-to-mentor-other-learners_instructions.html - 1.68 KB |