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文件列表
  1. ~Get Your Files Here !/01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/01_welcome.mp46.92MB
  2. ~Get Your Files Here !/01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/02_introduction-to-machine-learning.mp414.02MB
  3. ~Get Your Files Here !/01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/03_python-for-machine-learning.mp48.78MB
  4. ~Get Your Files Here !/01 Machine Learning with Python/01_introduction-to-machine-learning/01_what-is-machine-leaning/04_supervised-vs-unsupervised.mp49.53MB
  5. ~Get Your Files Here !/01 Machine Learning with Python/02_regression/01_linear-regression/01_introduction-to-regression.mp46.99MB
  6. ~Get Your Files Here !/01 Machine Learning with Python/02_regression/01_linear-regression/02_simple-linear-regression.mp418.41MB
  7. ~Get Your Files Here !/01 Machine Learning with Python/02_regression/01_linear-regression/03_model-evaluation-in-regression-models.mp413.18MB
  8. ~Get Your Files Here !/01 Machine Learning with Python/02_regression/01_linear-regression/04_evaluation-metrics-in-regression-models.mp44.6MB
  9. ~Get Your Files Here !/01 Machine Learning with Python/02_regression/01_linear-regression/05_multiple-linear-regression.mp419.87MB
  10. ~Get Your Files Here !/01 Machine Learning with Python/02_regression/02_non-linear-regression/01_non-linear-regression.mp411.08MB
  11. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/01_k-nearest-neighbours/01_introduction-to-classification.mp46.27MB
  12. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/01_k-nearest-neighbours/02_k-nearest-neighbours.mp413.4MB
  13. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/01_k-nearest-neighbours/03_evaluation-metrics-in-classification.mp49.9MB
  14. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/02_decision-trees/01_introduction-to-decision-trees.mp46.04MB
  15. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/02_decision-trees/02_building-decision-trees.mp415.63MB
  16. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/03_logistic-regression/01_intro-to-logistic-regression.mp411.87MB
  17. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/03_logistic-regression/02_logistic-regression-vs-linear-regression.mp421.73MB
  18. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/03_logistic-regression/03_logistic-regression-training.mp420.91MB
  19. ~Get Your Files Here !/01 Machine Learning with Python/03_classification/04_support-vector-machine/01_support-vector-machine.mp412.6MB
  20. ~Get Your Files Here !/01 Machine Learning with Python/04_clustering/01_k-means-clustering/01_intro-to-clustering.mp412.48MB
  21. ~Get Your Files Here !/01 Machine Learning with Python/04_clustering/01_k-means-clustering/02_intro-to-k-means.mp414.77MB
  22. ~Get Your Files Here !/01 Machine Learning with Python/04_clustering/01_k-means-clustering/03_more-on-k-means.mp45.4MB
  23. ~Get Your Files Here !/01 Machine Learning with Python/04_clustering/02_hierarchical-clustering/01_intro-to-hierarchical-clustering.mp49.9MB
  24. ~Get Your Files Here !/01 Machine Learning with Python/04_clustering/02_hierarchical-clustering/02_more-on-hierarchical-clustering.mp49.19MB
  25. ~Get Your Files Here !/01 Machine Learning with Python/04_clustering/03_density-based-clustering/01_dbscan.mp410.96MB
  26. ~Get Your Files Here !/01 Machine Learning with Python/05_recommender-systems/01_content-based-recommendation-engines/01_intro-to-recommender-systems.mp47.1MB
  27. ~Get Your Files Here !/01 Machine Learning with Python/05_recommender-systems/01_content-based-recommendation-engines/02_content-based-recommender-systems.mp48.13MB
  28. ~Get Your Files Here !/01 Machine Learning with Python/05_recommender-systems/01_content-based-recommendation-engines/03_collaborative-filtering.mp410.43MB
  29. ~Get Your Files Here !/01 Machine Learning with Python/06_final-project/01_final-project/01_optional-signing-up-for-a-watson-studio-account.mp48.42MB
  30. ~Get Your Files Here !/01 Machine Learning with Python/06_final-project/01_final-project/02_optional-sharing-notebooks-on-watson-studio.mp422.31MB
  31. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/01_introduction-to-neural-networks-and-deep-learning/02_welcome/01_welcome.mp43.87MB
  32. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/01_introduction-to-neural-networks-and-deep-learning/03_introduction-to-deep-learning/01_introduction-to-deep-learning.mp46.36MB
  33. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/01_introduction-to-neural-networks-and-deep-learning/04_neural-networks-making-predictions/01_neurons-and-neural-networks.mp45.06MB
  34. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/01_introduction-to-neural-networks-and-deep-learning/04_neural-networks-making-predictions/02_artificial-neural-networks.mp47.07MB
  35. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/02_artificial-neural-networks/01_training-a-neural-network/01_gradient-descent.mp47.19MB
  36. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/02_artificial-neural-networks/01_training-a-neural-network/02_backpropagation.mp412.54MB
  37. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/02_artificial-neural-networks/01_training-a-neural-network/03_vanishing-gradient.mp42.58MB
  38. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/02_artificial-neural-networks/01_training-a-neural-network/04_activation-functions.mp46.67MB
  39. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/03_keras-and-deep-learning-libraries/01_deep-learning-libraries/01_deep-learning-libraries.mp45.05MB
  40. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/03_keras-and-deep-learning-libraries/02_regression-with-keras/01_regression-models-with-keras.mp48.76MB
  41. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/03_keras-and-deep-learning-libraries/03_classification-with-keras/01_classification-models-with-keras.mp48.09MB
  42. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/04_deep-learning-models/01_shallow-versus-deep-neural-networks/01_shallow-versus-deep-neural-networks.mp44.25MB
  43. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/04_deep-learning-models/02_supervised-learning-models/01_convolutional-neural-networks.mp48.36MB
  44. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/04_deep-learning-models/02_supervised-learning-models/02_recurrent-neural-networks.mp43.68MB
  45. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/04_deep-learning-models/03_unsupervised-learning-models/01_autoencoders.mp43.88MB
  46. ~Get Your Files Here !/02 Introduction to Deep Learning & Neural Networks with Keras/05_course-project/01_summary/01_summary.mp42.21MB
  47. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/01_course-introduction/01_introduction-to-apache-spark-for-machine-learning-on-bigdata.mp419.96MB
  48. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/01_course-introduction/02_what-is-big-data.mp449.11MB
  49. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/02_understanding-how-apache-spark-works/01_data-storage-solutions.mp47.75MB
  50. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/02_understanding-how-apache-spark-works/02_parallel-data-processing-strategies-of-apache-spark.mp410.07MB
  51. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/02_understanding-how-apache-spark-works/04_functional-programming-basics.mp48.84MB
  52. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/01_week-1-introduction/02_understanding-how-apache-spark-works/06_resilient-distributed-dataset-and-dataframes-apachesparksql.mp411.57MB
  53. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/01_experience-parallel-programming-on-apache-spark/01_averages.mp49.16MB
  54. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/01_experience-parallel-programming-on-apache-spark/02_standard-deviation.mp45.82MB
  55. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/01_experience-parallel-programming-on-apache-spark/03_skewness.mp46.75MB
  56. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/01_experience-parallel-programming-on-apache-spark/04_kurtosis.mp44.22MB
  57. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/01_experience-parallel-programming-on-apache-spark/05_covariance-covariance-matrices-correlation.mp419.99MB
  58. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/02_data-visualization-of-big-data/01_plotting-with-apachespark-and-pythons-matplotlib.mp422.1MB
  59. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/02_data-visualization-of-big-data/03_dimensionality-reduction.mp46.95MB
  60. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/02_week-2-scaling-math-for-statistics-on-apache-spark/02_data-visualization-of-big-data/04_pca.mp414.82MB
  61. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/01_introduction-to-apache-sparkml/01_how-ml-pipelines-work.mp46.07MB
  62. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/01_introduction-to-apache-sparkml/02_introduction-to-sparkml.mp447.95MB
  63. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/01_introduction-to-apache-sparkml/03_extract-transform-load.mp48.7MB
  64. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/02_unsupervised-learning-with-apache-sparkml/01_introduction-to-clustering-k-means.mp46.85MB
  65. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/03_week-3-introduction-to-apache-sparkml/02_unsupervised-learning-with-apache-sparkml/02_using-k-means-in-apache-sparkml.mp44.94MB
  66. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/04_week-4-supervised-and-unsupervised-learning-with-sparkml/01_supervised-learning-with-apache-sparkml/01_linear-regression.mp48.53MB
  67. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/04_week-4-supervised-and-unsupervised-learning-with-sparkml/01_supervised-learning-with-apache-sparkml/02_linearregression-with-apache-sparkml.mp413.37MB
  68. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/04_week-4-supervised-and-unsupervised-learning-with-sparkml/01_supervised-learning-with-apache-sparkml/03_logistic-regression.mp43.33MB
  69. ~Get Your Files Here !/02 Scalable Machine Learning on Big Data using Apache Spark/04_week-4-supervised-and-unsupervised-learning-with-sparkml/01_supervised-learning-with-apache-sparkml/04_logisticregression-with-apache-sparkml.mp49.69MB
  70. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/01_1-0-overview-of-tensors/01_1-0-overview-of-tensors.mp44.77MB
  71. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/02_1-1-tensors-1d/01_1-1-tensors-1d.mp417.76MB
  72. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/03_1-2-two-dimensional-tensors/01_1-2-two-dimensional-tensors.mp413.13MB
  73. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/04_1-3-derivatives-in-pytorch/01_differentiation-in-pytorch.mp47.22MB
  74. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/05_1-4-simple-dataset/01_1-3-simple-dataset.mp49.85MB
  75. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/01_tensor-and-datasets/06_1-5-dataset/01_1-5-dataset.mp45.58MB
  76. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/01_2-1-linear-regression-in-1d-prediction/01_2-1-linear-regression-prediction.mp411.66MB
  77. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/02_2-2-linear-regression-training/01_2-1-linear-regression-training.mp44.68MB
  78. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/02_2-2-linear-regression-training/02_loss.mp44.97MB
  79. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/03_2-3-gradient-descent-and-cost/01_gradient-descent.mp46.25MB
  80. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/03_2-3-gradient-descent-and-cost/02_cost.mp44.32MB
  81. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/04_2-4-pytorch-slope/01_linear-regression-pytoch.mp46.78MB
  82. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/02_linear-regression/05_2-5-linear-regression-training/01_pytorch-linear-regression-training-slope-and-bias.mp48.44MB
  83. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/03_linear-regression-pytorch-way/01_3-1-stochastic-gradient-descent-and-the-data-loader/01_stochastic-gradient-descentaddsub.mp49.55MB
  84. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/03_linear-regression-pytorch-way/02_3-2-mini-batch-gradient-descent/01_mini-batch-gradient-descent.mp45.14MB
  85. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/03_linear-regression-pytorch-way/03_3-3-optimization-in-pytorch/01_optimization-in-pytorch.mp44.1MB
  86. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/03_linear-regression-pytorch-way/04_3-4-training-validation-and-test-split/01_training-validation-and-test-split.mp45.84MB
  87. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/03_linear-regression-pytorch-way/04_3-4-training-validation-and-test-split/02_training-validation-and-test-split-pytorch.mp44.97MB
  88. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/04_multiple-input-output-linear-regression/01_4-1-multiple-linear-regression-prediction/01_multiple-linear-regression-prediction.mp411.13MB
  89. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/04_multiple-input-output-linear-regression/01_4-1-multiple-linear-regression-prediction/02_multiple-linear-regression-training.mp43.71MB
  90. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/04_multiple-input-output-linear-regression/02_4-2-multiple-output-linear-regression/01_linear-regression-multiple-outputs.mp47.4MB
  91. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/04_multiple-input-output-linear-regression/02_4-2-multiple-output-linear-regression/02_multiple-output-linear-regression-training.mp42.1MB
  92. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/05_logistic-regression-for-classification/01_5-0-linear-classier-and-logistic-regression/01_5-0-linear-classifiers.mp411.63MB
  93. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/05_logistic-regression-for-classification/02_5-1-logistic-regression-prediction/01_5-1-logistic-regression-prediction.mp48.27MB
  94. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/05_logistic-regression-for-classification/03_5-2-bernoulli-distribution-maximum-likelihood-estimation/01_bernoulli-distribution-and-maximum-likelihood-estimation.mp47.54MB
  95. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/05_logistic-regression-for-classification/04_5-3-logistic-regressioncross-entropy-loss/01_logistic-regression-cross-entropy-loss.mp413.92MB
  96. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/06_softmax-rergresstion/01_6-1-softmax-prediction/01_6-1-softmax.mp49.94MB
  97. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/06_softmax-rergresstion/02_6-2-softmax-function/01_6-2-softmax-function-using-lines-to-classify-data.mp45.12MB
  98. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/06_softmax-rergresstion/03_6-3-softmax-pytorch/01_softmax-pytorch.mp48.62MB
  99. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/01_7-1-neural-networks-in-one-dimension/01_whats-a-neural-network.mp413.21MB
  100. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/02_7-2-neural-networks-more-hidden-neurons/01_more-hidden-neurons.mp44.2MB
  101. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/03_7-3-neural-networks-with-multiple-dimensional-input/01_neural-networks-with-multiple-dimensional-input.mp47.51MB
  102. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/04_7-4-multi-class-neural-networks/01_7-4-multi-class-neural-networks.mp48.46MB
  103. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/05_7-5-backpropagation/01_7-5-backpropagation.mp49.95MB
  104. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/07_shallow-neural-networks/06_7-6-activation-functions/01_7-5-activation-functions.mp45.57MB
  105. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/08_deep-networks/01_8-1-deep-neural-networks/01_8-1-1-deep-neural-networks.mp47.52MB
  106. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/08_deep-networks/01_8-1-deep-neural-networks/02_8-1-2-deeper-neural-networks-nn-modulelist.mp45.04MB
  107. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/08_deep-networks/02_8-2-dropout/01_8-2-dropout.mp410.16MB
  108. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/08_deep-networks/03_8-3-neural-network-initialization-weights/01_8-3-neural-network-initialization-weights.mp49.38MB
  109. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/08_deep-networks/04_8-4-gradient-descent-with-momentum/01_8-4-gradient-descent-with-momentum.mp410.36MB
  110. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/08_deep-networks/05_8-5-batch-batch-normalization/01_batch-normalization.mp49.81MB
  111. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/01_9-1-convolution/01_9-1-convolution.mp411.05MB
  112. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/02_9-2-activation-functions-and-max-polling/01_9-2-activation-functions-and-max-polling.mp44.8MB
  113. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/03_9-3-multiple-input-and-output-channels/01_9-3-multiple-input-and-output-channels.mp48.55MB
  114. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/04_9-4-convolutional-neural-network/01_9-4-1-convolutional-neural-network.mp48.41MB
  115. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/04_9-4-convolutional-neural-network/02_9-4-2-convolutional-neural-network.mp44.01MB
  116. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/04_9-4-convolutional-neural-network/03_gpu-in-pytorch.mp43.73MB
  117. ~Get Your Files Here !/04 Deep Neural Networks with PyTorch/09_convolutional-neural-network/05_9-5-torch-vision-models/01_torch-vision-models.mp43.99MB
  118. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/01_introduction/02_welcome/01_welcome.mp42.47MB
  119. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/01_introduction/03_neural-networks-deep-learning-and-tensorflow/01_introduction-to-tensorflow.mp410.58MB
  120. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/01_introduction/03_neural-networks-deep-learning-and-tensorflow/02_tensorflow-2-x-and-eager-execution.mp46.55MB
  121. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/01_introduction/03_neural-networks-deep-learning-and-tensorflow/03_introduction-to-deep-learning.mp42.98MB
  122. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/01_introduction/03_neural-networks-deep-learning-and-tensorflow/04_deep-neural-networks.mp412.57MB
  123. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/02_supervised-learning-models/01_convolutional-neural-networks/01_introduction-to-convolutional-neural-networks-cnns.mp45.12MB
  124. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/02_supervised-learning-models/01_convolutional-neural-networks/02_convolutional-neural-networks-cnns-for-classification.mp46.01MB
  125. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/02_supervised-learning-models/01_convolutional-neural-networks/03_convolutional-neural-networks-cnns-architecture.mp420.08MB
  126. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/03_supervised-learning-models-cont-d/01_recurrent-neural-networks/01_the-sequential-problem.mp44.5MB
  127. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/03_supervised-learning-models-cont-d/01_recurrent-neural-networks/02_recurrent-neural-networks-rnns.mp47.82MB
  128. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/03_supervised-learning-models-cont-d/01_recurrent-neural-networks/03_the-long-short-term-memory-lstm-model.mp45.57MB
  129. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/03_supervised-learning-models-cont-d/01_recurrent-neural-networks/04_language-modelling.mp48.12MB
  130. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/04_unsupervised-deep-learning-models/01_restricted-boltzmann-machines/01_introduction-to-restricted-boltzmann-machines.mp44.65MB
  131. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/04_unsupervised-deep-learning-models/01_restricted-boltzmann-machines/02_restricted-boltzmann-machines-rbms.mp45.94MB
  132. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/05_unsupervised-deep-learning-models-cont-d-and-scaling/01_autoencoders/01_introduction-to-autoencoders.mp48.01MB
  133. ~Get Your Files Here !/05 Building Deep Learning Models with TensorFlow/05_unsupervised-deep-learning-models-cont-d-and-scaling/01_autoencoders/02_autoencoders.mp46.68MB
  134. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/01_module-1-loading-data/01_introduction/01_introduction.mp43.96MB
  135. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/01_module-1-loading-data/02_choose-one-library/01_choose-one-library-only-pytorch-or-keras.mp4836KB
  136. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/01_module-1-loading-data/03_pytorch-loading-data/01_1-0-loading-data.mp41.62MB
  137. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/01_module-1-loading-data/04_keras-loading-data/01_keras-stream.mp43.58MB
  138. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/02_module-2/01_pytorch-data-preparation/01_2-0-data-preparation-with-pytorch.mp42.43MB
  139. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/03_module-3/01_pytorch-linear-classifier/01_linear-classifier-pytorch-review.mp42.45MB
  140. ~Get Your Files Here !/06 AI Capstone Project with Deep Learning/04_module-4/01_pytorch-pre-trained-models-with-resnet-18/01_pre-trained-models-with-resnet-18-review-pytorch.mp43.99MB
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