|
RAR-files |
| linkedin.learning.deep.learning.model.optimization.and.tuning-xqzt.rar |
50,000,000 |
8D40D10A |
| linkedin.learning.deep.learning.model.optimization.and.tuning-xqzt.r00 |
50,000,000 |
7D94E675 |
| linkedin.learning.deep.learning.model.optimization.and.tuning-xqzt.r01 |
50,000,000 |
438A309D |
| linkedin.learning.deep.learning.model.optimization.and.tuning-xqzt.r02 |
2,988,157 |
8EF623A3 |
|
| Total size: |
152,988,157 |
|
|
| Archived
files |
|
01.01-optimizing_neural_networks.mkv
[1eb6fb80262134e]
|
4,886,015 |
DE563E52 |
|
01.02-prerequisites_for_the_course.mkv
[2eaf154719a6d96e]
|
4,758,662 |
BE33D96C |
|
01.03-setting_up_exercise_files.mkv
[e50784f713af4c6c]
|
6,060,400 |
BBFE284D |
|
02.01-what_is_deep_learning.mkv
[c26b5466a11cd579]
|
3,423,692 |
8EBBC6EA |
|
02.02-review_of_artificial_neural_networks.mkv
[125f33803dadcdc9]
|
5,724,910 |
B12301F7 |
|
02.03-an_ann_model.mkv
[2e570a3ae51842a5]
|
3,405,193 |
0EC52BAD |
|
02.04-model_optimization_and_tuning.mkv
[c0c5362e1db7d9b6]
|
3,507,703 |
DCEE226E |
|
02.05-the_deep_learning_tuning_process.mkv
[84525cf2181a9181]
|
6,331,724 |
7111E9D2 |
|
02.06-experiment_setups_for_the_course.mkv
[c6ffbd4c236a9702]
|
9,238,439 |
CE91AA15 |
|
03.01-epoch_and_batch_size_tuning.mkv
[3de44c1077e0e374]
|
3,653,242 |
DF926920 |
|
03.02-epoch_and_batch_size_experiment.mkv
[badf581489fb36b4]
|
10,114,775 |
34E5E46B |
|
03.03-hidden_layers_tuning.mkv
[f1e2c9af3322054c]
|
5,613,333 |
8CBE372F |
|
03.04-determining_nodes_in_a_layer.mkv
[ffe63da611dfcc45]
|
5,885,690 |
4253076E |
|
03.05-choosing_activation_functions.mkv
[23dcc157df29b80d]
|
5,769,776 |
23790299 |
|
03.06-initializing_weights.mkv
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|
4,904,959 |
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|
04.01-vanishing_and_exploding_gradients.mkv
[cd49250a80067d74]
|
5,273,169 |
2783C638 |
|
04.02-batch_normalization.mkv
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|
6,735,430 |
BDA3FEDA |
|
04.03-optimizers.mkv
[631c90c4ffcd52f9]
|
2,788,753 |
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|
04.04-optimizer_experiment.mkv
[24ffc2aac25b7825]
|
4,726,344 |
C042D4BF |
|
04.05-learning_rate.mkv
[bf4f21dcfc1804b6]
|
2,463,082 |
5C3ACFFC |
|
04.06-learning_rate_experiment.mkv
[f059a463d2d2af79]
|
4,216,690 |
6B391377 |
|
05.01-overfitting_in_anns.mkv
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|
3,590,703 |
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|
05.02-regularization.mkv
[f17ee24e9b459611]
|
1,786,103 |
9B5A2201 |
|
05.03-regularization_experiment.mkv
[85f3df8afa9c8563]
|
2,463,913 |
37177A00 |
|
05.04-dropouts.mkv
[d3c08b9d38558bcf]
|
1,859,153 |
48B0E015 |
|
05.05-dropout_experiment.mkv
[fad341cfa95a5645]
|
3,517,851 |
99608898 |
|
06.01-tuning_exercise_problem_statement.mkv
[8aa65807e5da767b]
|
9,304,604 |
A3D63736 |
|
06.02-acquire_and_process_data.mkv
[df8210194fda971d]
|
3,826,937 |
6A180B66 |
|
06.03-tuning_the_network.mkv
[36165e8117c56119]
|
3,974,312 |
A1CD7CB8 |
|
06.04-tuning_backpropagation.mkv
[e087511cc3477d8e]
|
3,172,388 |
3448382F |
|
06.05-avoiding_overfitting.mkv
[2825d6679110da14]
|
3,025,462 |
F6D8107A |
|
06.06-building_the_final_model.mkv
[847fabded8d892ef]
|
4,045,345 |
F85994CE |
|
07.01-continuing_your_deep_learning_journey.mkv
[e9a5ee469754a5c5]
|
2,193,246 |
3620CED2 |
|
Ex_Files_Deep_Learning_Model_Optimization_Tuning.zip |
743,370 |
84107FF0 |
|
| Total size: |
152,985,368 |
|
|
