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‎01_the_machine_learning_landscape.ipynb

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‎02_end_to_end_machine_learning_project.ipynb

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‎03_classification.ipynb

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‎04_training_linear_models.ipynb

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‎05_support_vector_machines.ipynb

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‎06_decision_trees.ipynb

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‎07_ensemble_learning_and_random_forests.ipynb

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‎08_dimensionality_reduction.ipynb

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‎09_unsupervised_learning.ipynb

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‎10_neural_nets_with_keras.ipynb

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‎11_training_deep_neural_networks.ipynb

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‎12_custom_models_and_training_with_tensorflow.ipynb

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‎13_loading_and_preprocessing_data.ipynb

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‎14_deep_computer_vision_with_cnns.ipynb

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‎15_processing_sequences_using_rnns_and_cnns.ipynb

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‎16_nlp_with_rnns_and_attention.ipynb

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‎17_autoencoders_and_gans.ipynb

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‎18_reinforcement_learning.ipynb

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" <a href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/18_reinforcement_learning.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://kaggle.com/kernels/welcome?src=https://github.com/ageron/handson-ml2/blob/add-kaggle-badge/18_reinforcement_learning.ipynb\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" /></a>\n",

‎19_training_and_deploying_at_scale.ipynb

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" <td>\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/19_training_and_deploying_at_scale.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
23+
" <a href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/19_training_and_deploying_at_scale.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://kaggle.com/kernels/welcome?src=https://github.com/ageron/handson-ml2/blob/add-kaggle-badge/19_training_and_deploying_at_scale.ipynb\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" /></a>\n",

‎extra_autodiff.ipynb

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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/extra_autodiff.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
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" <a href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/extra_autodiff.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://kaggle.com/kernels/welcome?src=https://github.com/ageron/handson-ml2/blob/master/extra_autodiff.ipynb\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" /></a>\n",

‎extra_gradient_descent_comparison.ipynb

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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/extra_gradient_descent_comparison.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
23+
" <a href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/extra_gradient_descent_comparison.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://kaggle.com/kernels/welcome?src=https://github.com/ageron/handson-ml2/blob/master/extra_gradient_descent_comparison.ipynb\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" /></a>\n",

‎index.ipynb

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"\n",
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" <a target=\"_blank\" href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/index.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
15+
" <a href=\"https://colab.research.google.com/github/ageron/handson-ml2/blob/master/index.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>\n",
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" </td>\n",
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" <td>\n",
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" <a target=\"_blank\" href=\"https://homl.info/kaggle/\"><img src=\"https://kaggle.com/static/images/open-in-kaggle.svg\" /></a>\n",

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