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[FreeTutorials.Us] zero-to-deep-learning
magnet:?xt=urn:btih:d771863a555946e5aed15eca4ed00c8c52b8737a&dn=[FreeTutorials.Us] zero-to-deep-learning
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文件列表详情
d771863a555946e5aed15eca4ed00c8c52b8737a
infohash:
126
文件数量
1.47 GB
文件大小
2017-9-12 22:05
创建日期
2025-5-8 10:11
最后访问
相关分词
FreeTutorials
Us
zero-to-deep-learning
01-welcome-to-the-course/002-real-world-applications-of-deep-learning.mp4 23.6 MB
01-welcome-to-the-course/003-download-and-install-anaconda.mp4 9.94 MB
01-welcome-to-the-course/004-installation-video-guide.mp4 45.2 MB
01-welcome-to-the-course/006-course-folder-walkthrough.mp4 19.23 MB
01-welcome-to-the-course/007-your-first-deep-learning-model.mp4 32.89 MB
02-data/008-tabular-data.mp4 11.74 MB
02-data/009-data-exploration-with-pandas-code-along.mp4 30.93 MB
02-data/010-visual-data-exploration.mp4 9.14 MB
02-data/011-plotting-with-matplotlib.mp4 32.84 MB
02-data/012-unstructured-data.mp4 11.32 MB
02-data/013-images-and-sound-in-jupyter.mp4 14.01 MB
02-data/014-feature-engineering.mp4 5.81 MB
02-data/015-exercise-1-presentation.mp4 3.25 MB
02-data/016-exercise-1-solution.mp4 9.41 MB
02-data/017-exercise-2-presentation.mp4 1.92 MB
02-data/018-exercise-2-solution.mp4 13.52 MB
02-data/019-exercise-3-presentation.mp4 1.74 MB
02-data/020-exercise-3-solution.mp4 7.15 MB
02-data/021-exercise-4-presentation.mp4 1.51 MB
02-data/022-exercise-4-solution.mp4 4.2 MB
02-data/023-exercise-5-presentation.mp4 2.11 MB
02-data/024-exercise-5-solution.mp4 7.81 MB
03-machine-learning/025-machine-learning-problems.mp4 9.3 MB
03-machine-learning/026-supervised-learning.mp4 10.41 MB
03-machine-learning/027-linear-regression.mp4 9.77 MB
03-machine-learning/028-cost-function.mp4 6.01 MB
03-machine-learning/029-cost-function-code-along.mp4 17.89 MB
03-machine-learning/030-finding-the-best-model.mp4 5.09 MB
03-machine-learning/031-linear-regression-code-along.mp4 39.86 MB
03-machine-learning/032-evaluating-performance.mp4 9.03 MB
03-machine-learning/033-evaluating-performance-code-along.mp4 10.35 MB
03-machine-learning/034-classification.mp4 14.19 MB
03-machine-learning/035-classification-code-along.mp4 22.86 MB
03-machine-learning/036-overfitting.mp4 9.38 MB
03-machine-learning/037-cross-validation.mp4 12.37 MB
03-machine-learning/038-cross-validation-code-along.mp4 9.7 MB
03-machine-learning/039-confusion-matrix.mp4 11.27 MB
03-machine-learning/040-confusion-matrix-code-along.mp4 8.64 MB
03-machine-learning/041-feature-preprocessing-code-along.mp4 16.01 MB
03-machine-learning/042-exercise-1-presentation.mp4 6.45 MB
03-machine-learning/043-exercise-1-solution.mp4 37.31 MB
03-machine-learning/044-exercise-2-presentation.mp4 7.39 MB
03-machine-learning/045-exercise-2-solution.mp4 43.2 MB
04-deep-learning-intro/046-deep-learning-successes.mp4 10.14 MB
04-deep-learning-intro/047-neural-networks.mp4 9.9 MB
04-deep-learning-intro/048-deeper-networks.mp4 8.47 MB
04-deep-learning-intro/049-neural-networks-code-along.mp4 21.1 MB
04-deep-learning-intro/050-multiple-outputs.mp4 10.31 MB
04-deep-learning-intro/051-multiclass-classification-code-along.mp4 33.93 MB
04-deep-learning-intro/052-activation-functions.mp4 8.5 MB
04-deep-learning-intro/053-feed-forward.mp4 9.98 MB
04-deep-learning-intro/054-exercise-1-presentation.mp4 4.74 MB
04-deep-learning-intro/055-exercise-1-solution.mp4 24.77 MB
04-deep-learning-intro/056-exercise-2-presentation.mp4 3.02 MB
04-deep-learning-intro/057-exercise-2-solution.mp4 25.19 MB
04-deep-learning-intro/058-exercise-3-presentation.mp4 2.82 MB
04-deep-learning-intro/059-exercise-3-solution.mp4 20.6 MB
04-deep-learning-intro/060-exercise-4-presentation.mp4 1.93 MB
04-deep-learning-intro/061-exercise-4-solution.mp4 13.59 MB
05-gradient-descent/062-derivatives-and-gradient.mp4 10.46 MB
05-gradient-descent/063-backpropagation-intuition.mp4 7.21 MB
05-gradient-descent/064-chain-rule.mp4 12.45 MB
05-gradient-descent/065-derivative-calculation.mp4 7.19 MB
05-gradient-descent/066-fully-connected-backpropagation.mp4 12.49 MB
05-gradient-descent/067-matrix-notation.mp4 8.56 MB
05-gradient-descent/068-numpy-arrays-code-along.mp4 19.42 MB
05-gradient-descent/069-learning-rate.mp4 3.67 MB
05-gradient-descent/070-learning-rate-code-along.mp4 33.16 MB
05-gradient-descent/071-gradient-descent.mp4 6.41 MB
05-gradient-descent/072-gradient-descent-code-along.mp4 13.19 MB
05-gradient-descent/073-ewma.mp4 7.36 MB
05-gradient-descent/074-optimizers.mp4 9.17 MB
05-gradient-descent/075-optimizers-code-along.mp4 10.68 MB
05-gradient-descent/076-initialization-code-along.mp4 13.35 MB
05-gradient-descent/077-inner-layers-visualization-code-along.mp4 32.28 MB
05-gradient-descent/078-exercise-1-presentation.mp4 3.52 MB
05-gradient-descent/079-exercise-1-solution.mp4 17.85 MB
05-gradient-descent/080-exercise-2-presentation.mp4 2.43 MB
05-gradient-descent/081-exercise-2-solution.mp4 11.01 MB
05-gradient-descent/082-exercise-3-presentation.mp4 2.94 MB
05-gradient-descent/083-exercise-3-solution.mp4 12.55 MB
05-gradient-descent/084-exercise-4-presentation.mp4 3.69 MB
05-gradient-descent/085-exercise-4-solution.mp4 11.15 MB
05-gradient-descent/086-tensorboard.mp4 8.28 MB
06-convolutional-neural-networks/087-features-from-pixels.mp4 7.95 MB
06-convolutional-neural-networks/088-mnist-classification.mp4 3.94 MB
06-convolutional-neural-networks/089-mnist-classification-code-along.mp4 19.62 MB
06-convolutional-neural-networks/090-beyond-pixels.mp4 7.33 MB
06-convolutional-neural-networks/091-images-as-tensors.mp4 10.39 MB
06-convolutional-neural-networks/092-tensor-math-code-along.mp4 17.18 MB
06-convolutional-neural-networks/093-convolution-in-1-d.mp4 6.62 MB
06-convolutional-neural-networks/094-convolution-in-1-d-code-along.mp4 5.14 MB
06-convolutional-neural-networks/095-convolution-in-2-d.mp4 6.66 MB
06-convolutional-neural-networks/096-image-filters-code-along.mp4 6.4 MB
06-convolutional-neural-networks/097-convolutional-layers.mp4 12.31 MB
06-convolutional-neural-networks/098-convolutional-layers-code-along.mp4 14.4 MB
06-convolutional-neural-networks/099-pooling-layers.mp4 3.05 MB
06-convolutional-neural-networks/100-pooling-layers-code-along.mp4 5.26 MB
06-convolutional-neural-networks/101-convolutional-neural-networks.mp4 4.5 MB
06-convolutional-neural-networks/102-convolutional-neural-networks-code-along.mp4 13.96 MB
06-convolutional-neural-networks/103-weights-in-cnns.mp4 5.22 MB
06-convolutional-neural-networks/104-beyond-images.mp4 5.26 MB
06-convolutional-neural-networks/105-exercise-1-solution.mp4 12.86 MB
06-convolutional-neural-networks/106-exercise-2-solution.mp4 10.71 MB
08-recurrent-neural-networks/108-time-series.mp4 10.43 MB
08-recurrent-neural-networks/109-sequence-problems.mp4 8.75 MB
08-recurrent-neural-networks/111-vanilla-rnn.mp4 5.63 MB
08-recurrent-neural-networks/112-lstm-and-gru.mp4 11.46 MB
08-recurrent-neural-networks/113-time-series-forecasting-code-along.mp4 16.13 MB
08-recurrent-neural-networks/114-time-series-forecasting-with-lstm-code-along.mp4 9.44 MB
08-recurrent-neural-networks/115-rolling-windows.mp4 5.08 MB
08-recurrent-neural-networks/116-rolling-windows-code-along.mp4 21.12 MB
08-recurrent-neural-networks/117-exercise-1-solution.mp4 7.94 MB
09-improving-performance/119-learning-curves.mp4 5.46 MB
09-improving-performance/120-learning-curves-code-along.mp4 18.93 MB
09-improving-performance/121-batch-normalization.mp4 3.82 MB
09-improving-performance/122-batch-normalization-code-along.mp4 15 MB
09-improving-performance/123-dropout.mp4 5.96 MB
09-improving-performance/124-dropout-and-regularization-code-along.mp4 6.28 MB
09-improving-performance/125-data-augmentation.mp4 6.07 MB
09-improving-performance/126-continuous-learning.mp4 4.83 MB
09-improving-performance/127-image-generator-code-along.mp4 15.32 MB
09-improving-performance/128-hyperparameter-search.mp4 7.14 MB
09-improving-performance/129-embeddings.mp4 6.55 MB
09-improving-performance/130-embeddings-code-along.mp4 5.72 MB
09-improving-performance/131-movies-reviews-sentiment-analysis-code-along.mp4 26.72 MB
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