SDAIA_AI_Champions

This repository created as a reference for myself and for SDAIA supervision.

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Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
C1_W2_PA1_Python_Basics_with_Numpy.ipynb		C1_W2_PA1_Python_Basics_with_Numpy.ipynb
C1_W2_PA2_Logistic_Regression_with_a_Neural_Network_mindset.ipynb		C1_W2_PA2_Logistic_Regression_with_a_Neural_Network_mindset.ipynb
C1_W3_PA_Planar_data_classification_with_one_hidden_layer.ipynb		C1_W3_PA_Planar_data_classification_with_one_hidden_layer.ipynb
C1_W4_PA1_Building_your_Deep_Neural_Network_Step_by_Step.ipynb		C1_W4_PA1_Building_your_Deep_Neural_Network_Step_by_Step.ipynb
C1_W4_PA2_Deep Neural Network - Application.ipynb		C1_W4_PA2_Deep Neural Network - Application.ipynb
C2_W1_PA1_Initialization.ipynb		C2_W1_PA1_Initialization.ipynb
C2_W1_PA2_Regularization.ipynb		C2_W1_PA2_Regularization.ipynb
C2_W1_PA3_Gradient_Checking.ipynb		C2_W1_PA3_Gradient_Checking.ipynb
C2_W2_PA_Optimization_methods.ipynb		C2_W2_PA_Optimization_methods.ipynb
C2_W3_PA_Tensorflow_introduction.ipynb		C2_W3_PA_Tensorflow_introduction.ipynb
C4_W1_PA1_Convolution_model_Step_by_Step_v1.ipynb		C4_W1_PA1_Convolution_model_Step_by_Step_v1.ipynb
C4_W1_PA2_Convolution_model_Application.ipynb		C4_W1_PA2_Convolution_model_Application.ipynb
C4_W2_PA1_Residual_Networks.ipynb		C4_W2_PA1_Residual_Networks.ipynb
C4_W2_PA2_Transfer_learning_with_MobileNet_v1.ipynb		C4_W2_PA2_Transfer_learning_with_MobileNet_v1.ipynb
C4_W3_PA1_Autonomous_driving_application_Car_detection.ipynb		C4_W3_PA1_Autonomous_driving_application_Car_detection.ipynb
C4_W3_PA2_Image_segmentation_Unet_v2.ipynb		C4_W3_PA2_Image_segmentation_Unet_v2.ipynb
C4_W4_PA1_Face_Recognition.ipynb		C4_W4_PA1_Face_Recognition.ipynb
C4_W4_PA2_Art_Generation_with_Neural_Style_Transfer.ipynb		C4_W4_PA2_Art_Generation_with_Neural_Style_Transfer.ipynb
C5_W1_PA1_Building_a_Recurrent_Neural_Network_Step_by_Step.ipynb		C5_W1_PA1_Building_a_Recurrent_Neural_Network_Step_by_Step.ipynb
C5_W1_PA2_Dinosaurus_Island_Character_level_language_model.ipynb		C5_W1_PA2_Dinosaurus_Island_Character_level_language_model.ipynb
C5_W1_PA3_Improvise_a_Jazz_Solo_with_an_LSTM_Network_v4.ipynb		C5_W1_PA3_Improvise_a_Jazz_Solo_with_an_LSTM_Network_v4.ipynb
C5_W2_PA1_Operations_on_word_vectors_v2a.ipynb		C5_W2_PA1_Operations_on_word_vectors_v2a.ipynb
C5_W2_PA2_Emoji_v3a.ipynb		C5_W2_PA2_Emoji_v3a.ipynb
C5_W3_PA1_Neural_machine_translation_with_attention_v4a.ipynb		C5_W3_PA1_Neural_machine_translation_with_attention_v4a.ipynb
C5_W3_PA2_Trigger_word_detection_v2a.ipynb		C5_W3_PA2_Trigger_word_detection_v2a.ipynb
C5_W3_PA2_Trigger_word_detection_v2a.ipynb.zip		C5_W3_PA2_Trigger_word_detection_v2a.ipynb.zip
C5_W4_PA_Transformer_Subclass_v1.ipynb		C5_W4_PA_Transformer_Subclass_v1.ipynb
README.md		README.md

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