The purpose of life is not happiness: it's usefulness.
Darius Foroux
  • U: Anonymous
  • D: 2019-08-30 17:53:28
  • C: APPS

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Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0101.Course Overview.mp4 [a79135aead48f0f5] 105,320,962 C1C3FA72
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0102.Installation and Setup.mp4 [3883e803be997f92] 322,262,108 A53F19AE
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0103.Lesson Overview.mp4 [375420e09ee83756] 130,851,851 7F8AAC11
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0104.Data Representation.mp4 [93668a2c4742cba3] 166,873,329 78F40A40
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0105.Loading a Dataset from the UCI Machine Learning Repository.mp4 [ac4f27f150c90e09] 411,391,343 B347062D
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0106.Data Pre-Processing.mp4 [ff1fccbf96375892] 52,737,276 FCB0A70C
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0107.Cleaning the Data.mp4 [e6a863f2837885cf] 302,177,490 F94D6D86
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0108.Appropriate Representation of the Data.mp4 [71db91eeb7343542] 291,235,411 24A3E349
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0109.Lifecycle of Model Creation.mp4 [8abf898db49a3ceb] 22,242,801 2C3D21A7
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0110.Machine Learning Libraries and scikit-learn.mp4 [fe0f356282c971a5] 174,696,657 565C6B77
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0111.Keras.mp4 [d1bdfe501c3b8ca3] 199,427,010 864BE117
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0112.Model Training.mp4 [975a6f5f20b984c1] 316,280,484 86F79810
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0113.Creating a Simple Model.mp4 [ca3db472b5051eda] 259,023,596 22E390BB
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0114.Model Tuning.mp4 [be4538432cb50002] 127,322,680 75319093
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0115.Regularization.mp4 [d868d26bed369774] 179,444,576 A838414E
Packt Applied Deep Learning with Keras (eLearning)\01.Introduction to Machine Learning with Keras\0116.Lesson Summary.mp4 [cdcea68751c4b436] 33,207,706 879E9848
Packt Applied Deep Learning with Keras (eLearning)\02.Machine Learning versus Deep Learning\0201.Lesson Overview.mp4 [7d54515379782caa] 42,890,596 37829CD2
Packt Applied Deep Learning with Keras (eLearning)\02.Machine Learning versus Deep Learning\0202.Introduction to ANNs.mp4 [6ee0cd436e11b408] 335,188,102 CA835808
Packt Applied Deep Learning with Keras (eLearning)\02.Machine Learning versus Deep Learning\0203.Linear Transformations.mp4 [6b7f9fedee0c83a8] 259,426,246 B3675AEF
Packt Applied Deep Learning with Keras (eLearning)\02.Machine Learning versus Deep Learning\0204.Matrix Transposition.mp4 [9dace9674bd3e77e] 192,536,314 E1F4B320
Packt Applied Deep Learning with Keras (eLearning)\02.Machine Learning versus Deep Learning\0205.Introduction to Keras.mp4 [523373ad6b49e955] 229,214,053 5AB383D1
Packt Applied Deep Learning with Keras (eLearning)\02.Machine Learning versus Deep Learning\0206.Lesson Summary.mp4 [bcebc45f4e4cb807] 24,534,741 47651E96
Packt Applied Deep Learning with Keras (eLearning)\03.Deep Learning with Keras\0301.Lesson Overview.mp4 [563bfa40c97bcc25] 100,726,521 A04B5D49
Packt Applied Deep Learning with Keras (eLearning)\03.Deep Learning with Keras\0302.Building Your First Neural Network.mp4 [eff3cf9734e10325] 459,322,933 6BF18841
Packt Applied Deep Learning with Keras (eLearning)\03.Deep Learning with Keras\0303.Gradient Descent for Learning the Parameters.mp4 [b2ba1bb1496c0cf8] 213,763,484 0198AF7F
Packt Applied Deep Learning with Keras (eLearning)\03.Deep Learning with Keras\0304.Model Evaluation.mp4 [3f14b10f2df63bb1] 376,757,943 64B7AD00
Packt Applied Deep Learning with Keras (eLearning)\03.Deep Learning with Keras\0305.Lesson Summary.mp4 [6de90fd14bdcea81] 24,349,652 0A2E2605
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0401.Lesson Overview.mp4 [7608c1f6897bde47] 71,494,785 22E3883E
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0402.Cross-Validation.mp4 [7ac55f8cca84914b] 287,092,664 10B49937
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0403.Cross-Validation for Deep Learning Models.mp4 [d1536ee97c1502c9] 310,576,916 B74D0599
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0404.Evaluate Deep Neural Networks with Cross-Validation.mp4 [9e7c4bfc23eb5654] 223,136,671 6F9362AB
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0405.Model Selection with Cross-validation.mp4 [eb57e884fb2dc17c] 281,285,677 C0889A86
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0406.Write User-Defined Functions to Implement Deep Learning Models with Cross-Validation.mp4 [d8f859f1311f5ba8] 342,523,924 0366CB50
Packt Applied Deep Learning with Keras (eLearning)\04.Evaluate Your Model with Cross-Validation using Keras Wrappers\0407.Lesson Summary.mp4 [34124aa8514cbf77] 30,498,882 D75110B4
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0501.Lesson Overview.mp4 [55669f371adf78e6] 125,698,714 2052C7B3
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0502.Regularization.mp4 [3d28e3c46e68dab1] 251,881,620 9B53103B
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0503.L1 and L2 Regularization.mp4 [1f567ab392a41b2] 197,522,986 F74B832A
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0504.Dropout Regularization.mp4 [79ea9e2ea7eb787e] 330,411,327 E0F07D7D
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0505.Other Regularization Methods.mp4 [c355e3ad532713a8] 223,050,574 F85AC6CB
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0506.Data Augmentation.mp4 [bdb9a22444dcc074] 129,413,710 6D2AD5D4
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0507.Hyperparameter Tuning with scikit-learn.mp4 [d2706039f837fa5] 215,556,750 44B5909D
Packt Applied Deep Learning with Keras (eLearning)\05.Improving Model Accuracy\0508.Lesson Summary.mp4 [85ed17c4bc53d1fb] 27,123,828 CD691779
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0601.Lesson Overview.mp4 [e31574d442d9d9af] 83,849,576 18968C2D
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0602.Accuracy.mp4 [7f6b2599f7ae8f84] 204,341,373 E4F81EC4
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0603.Imbalanced Datasets.mp4 [682a29c2700bf5ac] 93,206,817 A8E0CB42
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0604.Confusion Matrix.mp4 [59451f2ae1357608] 312,157,222 D21A855A
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0605.Computing Accuracy and Null Accuracy with Healthcare Data.mp4 [9fd606bf9a908eb3] 379,150,759 C14561CC
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0606.Calculate the ROC and AUC Curves.mp4 [763b4307120aaa42] 331,024,080 A487D796
Packt Applied Deep Learning with Keras (eLearning)\06.Model Evaluation\0607.Lesson Summary.mp4 [63821a389b5b0b0b] 45,485,398 BEA0D3FF
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0701.Lesson Overview.mp4 [951b53b47a01d7d7] 97,937,308 EA4670AB
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0702.Computer Vision.mp4 [73f4e77025b6886b] 125,163,467 4802BE88
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0703.Architecture of a CNN.mp4 [ab5f4d8fabef99ac] 232,887,038 3ACBAAB4
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0704.Image Augmentation.mp4 [99b3cc1f13a627fb] 272,540,248 C8D126AE
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0705.Amending Our Model by Reverting to the Sigmoid Activation Function.mp4 [150162064063634b] 122,497,396 74560E97
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0706.Changing the Optimizer from Adam to SGD.mp4 [6fa5964b76a58d08] 135,250,209 3210716D
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0707.Classifying a New Image.mp4 [586c0ddb80a2fcf3] 65,314,317 ACF20181
Packt Applied Deep Learning with Keras (eLearning)\07.Computer Vision with Convolutional Neural Networks\0708.Lesson Summary.mp4 [7fc9618462307ee8] 58,774,508 E2506DC5
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0801.Lesson Overview.mp4 [29865e8aaad9e50c] 68,595,270 A10A716C
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0802.Pre-Trained Sets and Transfer Learning.mp4 [6843c36b5f721375] 271,883,402 BFCF1C3F
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0803.Fine Tuning a Pre-Trained Network.mp4 [8f0f4880d4277e94] 224,270,424 0AE58DAD
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0804.Classification of Images that are not Present in the ImageNet Database.mp4 [8e827f994ca52013] 148,857,724 DEAC6BA6
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0805.Fine-Tune the VGG16 Model.mp4 [314bb6be100d1bb7] 200,653,740 1FAD5892
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0806.Image Classification with ResNet.mp4 [89838a0e6c732b64] 140,774,983 0ACBB285
Packt Applied Deep Learning with Keras (eLearning)\08.Transfer Learning and Pre-trained Models\0807.Lesson Summary.mp4 [545c4381ec73ba73] 52,702,588 268681A8
Packt Applied Deep Learning with Keras (eLearning)\09.Sequential Modeling with Recurrent Neural Networks\0901.Lesson Overview.mp4 [ce18328896ba975c] 68,464,204 9ECCAB93
Packt Applied Deep Learning with Keras (eLearning)\09.Sequential Modeling with Recurrent Neural Networks\0902.Sequential Memory and Sequential Modeling.mp4 [76044cd88e0bb434] 367,746,787 7CB59794
Packt Applied Deep Learning with Keras (eLearning)\09.Sequential Modeling with Recurrent Neural Networks\0903.Long Short-Term Memory – LSTM.mp4 [5b65cdf94ab30ac0] 126,411,515 ADCDE565
Packt Applied Deep Learning with Keras (eLearning)\09.Sequential Modeling with Recurrent Neural Networks\0904.Predict the Trend of Apple's Stock Price Using an LSTM with 50 Units (Neurons).mp4 [62c2f56293fa0f96] 205,814,192 8177E823
Packt Applied Deep Learning with Keras (eLearning)\09.Sequential Modeling with Recurrent Neural Networks\0905.Predicting the Trend of Apple's Stock Price Using an LSTM with 100 Units.mp4 [edc677e1cff8ca18] 171,101,495 DBFBCA5E
Packt Applied Deep Learning with Keras (eLearning)\09.Sequential Modeling with Recurrent Neural Networks\0906.Lesson Summary.mp4 [f1a0f8b07a6ad9f8] 16,518,901 912C31AD
Packt Applied Deep Learning with Keras (eLearning)\Exercise Files\exercise_files.zip 830,246,453 77168F2E
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