├── 1_Intro_to_neural_networks_with_tensorflow ├── 1_intro_to_neural_networks.ipynb ├── 2_intro_to_tensorflow_for_deeplearning.ipynb ├── 3_neural_networks_for_regresion_with_tensorflow.ipynb └── 4_neural_networks_for_classification_with_tensorflow.ipynb ├── 2_deep_computer_vision_with_tensorflow ├── 1_intro_to_computer_vision_and_cnn.ipynb ├── 2_cnn_for_real_world_data_and_image_augmentation.ipynb └── 3_cnn_architectures_and_transfer_learning.ipynb ├── 3_nlp_with_tensorflow ├── 1_intro_to_nlp_and_text_preprocessing.ipynb ├── 2_using_word_embeddings_to_represent_texts.ipynb ├── 3_recurrent_neural_networks.ipynb ├── 4_using_cnns_and_rnns_for_texts_classification.ipynb └── 5_using_pretrained_bert_for_text_classification.ipynb ├── Readme.md └── images └── tf_cover_image.png /1_Intro_to_neural_networks_with_tensorflow/1_intro_to_neural_networks.ipynb: -------------------------------------------------------------------------------- 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