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[FreeCourseSite.com] Udemy - Zero to Deep Learning™ with Python and Keras
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2019-4-18 04:05
2024-8-14 12:33
85
1.47 GB
126
磁力链接
magnet:?xt=urn:btih:54adee2afdffeb746ca58fe33bb278740cf9ccbe
迅雷链接
thunder://QUFtYWduZXQ6P3h0PXVybjpidGloOjU0YWRlZTJhZmRmZmViNzQ2Y2E1OGZlMzNiYjI3ODc0MGNmOWNjYmVaWg==
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相关链接
FreeCourseSite
com
Udemy
-
Zero
to
Deep
Learning™
with
Python
and
Keras
文件列表
01-welcome-to-the-course/002-real-world-applications-of-deep-learning.mp4
23.6MB
01-welcome-to-the-course/003-download-and-install-anaconda.mp4
9.94MB
01-welcome-to-the-course/004-installation-video-guide.mp4
45.2MB
01-welcome-to-the-course/006-course-folder-walkthrough.mp4
19.23MB
01-welcome-to-the-course/007-your-first-deep-learning-model.mp4
32.89MB
02-data/008-tabular-data.mp4
11.74MB
02-data/009-data-exploration-with-pandas-code-along.mp4
30.93MB
02-data/010-visual-data-exploration.mp4
9.14MB
02-data/011-plotting-with-matplotlib.mp4
32.84MB
02-data/012-unstructured-data.mp4
11.32MB
02-data/013-images-and-sound-in-jupyter.mp4
14.01MB
02-data/014-feature-engineering.mp4
5.81MB
02-data/015-exercise-1-presentation.mp4
3.25MB
02-data/016-exercise-1-solution.mp4
9.41MB
02-data/017-exercise-2-presentation.mp4
1.92MB
02-data/018-exercise-2-solution.mp4
13.52MB
02-data/019-exercise-3-presentation.mp4
1.74MB
02-data/020-exercise-3-solution.mp4
7.15MB
02-data/021-exercise-4-presentation.mp4
1.51MB
02-data/022-exercise-4-solution.mp4
4.2MB
02-data/023-exercise-5-presentation.mp4
2.11MB
02-data/024-exercise-5-solution.mp4
7.81MB
03-machine-learning/025-machine-learning-problems.mp4
9.3MB
03-machine-learning/026-supervised-learning.mp4
10.41MB
03-machine-learning/027-linear-regression.mp4
9.77MB
03-machine-learning/028-cost-function.mp4
6.01MB
03-machine-learning/029-cost-function-code-along.mp4
17.89MB
03-machine-learning/030-finding-the-best-model.mp4
5.09MB
03-machine-learning/031-linear-regression-code-along.mp4
39.86MB
03-machine-learning/032-evaluating-performance.mp4
9.03MB
03-machine-learning/033-evaluating-performance-code-along.mp4
10.35MB
03-machine-learning/034-classification.mp4
14.19MB
03-machine-learning/035-classification-code-along.mp4
22.86MB
03-machine-learning/036-overfitting.mp4
9.38MB
03-machine-learning/037-cross-validation.mp4
12.37MB
03-machine-learning/038-cross-validation-code-along.mp4
9.7MB
03-machine-learning/039-confusion-matrix.mp4
11.27MB
03-machine-learning/040-confusion-matrix-code-along.mp4
8.64MB
03-machine-learning/041-feature-preprocessing-code-along.mp4
16.01MB
03-machine-learning/042-exercise-1-presentation.mp4
6.45MB
03-machine-learning/043-exercise-1-solution.mp4
37.31MB
03-machine-learning/044-exercise-2-presentation.mp4
7.39MB
03-machine-learning/045-exercise-2-solution.mp4
43.2MB
04-deep-learning-intro/046-deep-learning-successes.mp4
10.14MB
04-deep-learning-intro/047-neural-networks.mp4
9.9MB
04-deep-learning-intro/048-deeper-networks.mp4
8.47MB
04-deep-learning-intro/049-neural-networks-code-along.mp4
21.1MB
04-deep-learning-intro/050-multiple-outputs.mp4
10.31MB
04-deep-learning-intro/051-multiclass-classification-code-along.mp4
33.93MB
04-deep-learning-intro/052-activation-functions.mp4
8.5MB
04-deep-learning-intro/053-feed-forward.mp4
9.98MB
04-deep-learning-intro/054-exercise-1-presentation.mp4
4.74MB
04-deep-learning-intro/055-exercise-1-solution.mp4
24.77MB
04-deep-learning-intro/056-exercise-2-presentation.mp4
3.02MB
04-deep-learning-intro/057-exercise-2-solution.mp4
25.19MB
04-deep-learning-intro/058-exercise-3-presentation.mp4
2.82MB
04-deep-learning-intro/059-exercise-3-solution.mp4
20.6MB
04-deep-learning-intro/060-exercise-4-presentation.mp4
1.93MB
04-deep-learning-intro/061-exercise-4-solution.mp4
13.59MB
05-gradient-descent/062-derivatives-and-gradient.mp4
10.46MB
05-gradient-descent/063-backpropagation-intuition.mp4
7.21MB
05-gradient-descent/064-chain-rule.mp4
12.45MB
05-gradient-descent/065-derivative-calculation.mp4
7.19MB
05-gradient-descent/066-fully-connected-backpropagation.mp4
12.49MB
05-gradient-descent/067-matrix-notation.mp4
8.56MB
05-gradient-descent/068-numpy-arrays-code-along.mp4
19.42MB
05-gradient-descent/069-learning-rate.mp4
3.67MB
05-gradient-descent/070-learning-rate-code-along.mp4
33.16MB
05-gradient-descent/071-gradient-descent.mp4
6.41MB
05-gradient-descent/072-gradient-descent-code-along.mp4
13.19MB
05-gradient-descent/073-ewma.mp4
7.36MB
05-gradient-descent/074-optimizers.mp4
9.17MB
05-gradient-descent/075-optimizers-code-along.mp4
10.68MB
05-gradient-descent/076-initialization-code-along.mp4
13.35MB
05-gradient-descent/077-inner-layers-visualization-code-along.mp4
32.28MB
05-gradient-descent/078-exercise-1-presentation.mp4
3.52MB
05-gradient-descent/079-exercise-1-solution.mp4
17.85MB
05-gradient-descent/080-exercise-2-presentation.mp4
2.43MB
05-gradient-descent/081-exercise-2-solution.mp4
11.01MB
05-gradient-descent/082-exercise-3-presentation.mp4
2.94MB
05-gradient-descent/083-exercise-3-solution.mp4
12.55MB
05-gradient-descent/084-exercise-4-presentation.mp4
3.69MB
05-gradient-descent/085-exercise-4-solution.mp4
11.15MB
05-gradient-descent/086-tensorboard.mp4
8.28MB
06-convolutional-neural-networks/087-features-from-pixels.mp4
7.95MB
06-convolutional-neural-networks/088-mnist-classification.mp4
3.94MB
06-convolutional-neural-networks/089-mnist-classification-code-along.mp4
19.62MB
06-convolutional-neural-networks/090-beyond-pixels.mp4
7.33MB
06-convolutional-neural-networks/091-images-as-tensors.mp4
10.39MB
06-convolutional-neural-networks/092-tensor-math-code-along.mp4
17.18MB
06-convolutional-neural-networks/093-convolution-in-1-d.mp4
6.62MB
06-convolutional-neural-networks/094-convolution-in-1-d-code-along.mp4
5.14MB
06-convolutional-neural-networks/095-convolution-in-2-d.mp4
6.66MB
06-convolutional-neural-networks/096-image-filters-code-along.mp4
6.4MB
06-convolutional-neural-networks/097-convolutional-layers.mp4
12.31MB
06-convolutional-neural-networks/098-convolutional-layers-code-along.mp4
14.4MB
06-convolutional-neural-networks/099-pooling-layers.mp4
3.05MB
06-convolutional-neural-networks/100-pooling-layers-code-along.mp4
5.26MB
06-convolutional-neural-networks/101-convolutional-neural-networks.mp4
4.5MB
06-convolutional-neural-networks/102-convolutional-neural-networks-code-along.mp4
13.96MB
06-convolutional-neural-networks/103-weights-in-cnns.mp4
5.22MB
06-convolutional-neural-networks/104-beyond-images.mp4
5.26MB
06-convolutional-neural-networks/105-exercise-1-solution.mp4
12.86MB
06-convolutional-neural-networks/106-exercise-2-solution.mp4
10.71MB
08-recurrent-neural-networks/108-time-series.mp4
10.43MB
08-recurrent-neural-networks/109-sequence-problems.mp4
8.75MB
08-recurrent-neural-networks/111-vanilla-rnn.mp4
5.63MB
08-recurrent-neural-networks/112-lstm-and-gru.mp4
11.46MB
08-recurrent-neural-networks/113-time-series-forecasting-code-along.mp4
16.13MB
08-recurrent-neural-networks/114-time-series-forecasting-with-lstm-code-along.mp4
9.44MB
08-recurrent-neural-networks/115-rolling-windows.mp4
5.08MB
08-recurrent-neural-networks/116-rolling-windows-code-along.mp4
21.12MB
08-recurrent-neural-networks/117-exercise-1-solution.mp4
7.94MB
09-improving-performance/119-learning-curves.mp4
5.46MB
09-improving-performance/120-learning-curves-code-along.mp4
18.93MB
09-improving-performance/121-batch-normalization.mp4
3.82MB
09-improving-performance/122-batch-normalization-code-along.mp4
15MB
09-improving-performance/123-dropout.mp4
5.96MB
09-improving-performance/124-dropout-and-regularization-code-along.mp4
6.28MB
09-improving-performance/125-data-augmentation.mp4
6.07MB
09-improving-performance/126-continuous-learning.mp4
4.83MB
09-improving-performance/127-image-generator-code-along.mp4
15.32MB
09-improving-performance/128-hyperparameter-search.mp4
7.14MB
09-improving-performance/129-embeddings.mp4
6.55MB
09-improving-performance/130-embeddings-code-along.mp4
5.72MB
09-improving-performance/131-movies-reviews-sentiment-analysis-code-along.mp4
26.72MB
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