Coursera-Deep-Learning-Specialization

Course 1 : Neural Networks and Deep Learning

Certificate Of Completion

• Building_your_Deep_Neural_Network_Step_by_Step
• Deep Neural Network - Application
• Logistic_Regression_with_a_Neural_Network_mindset
• Planar_data_classification_with_one_hidden_layer

Course 2 : Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

Certificate Of Completion

• Initialization
• Optimization_methods
• Regularization

Course 4 : Convolutional Neural Networks

Certificate Of Completion

• Convolution_model_Step_by_Step
• Face_Recognition
• Transfer_learning_with_MobileNet
• Residual_Networks
• Image_segmentation_Unet_v2
• Autonomous_driving_application_Car_detection
• Art_Generation_with_Neural_Style_Transfer

Course 5 : Sequence Models

Certificate Of Completion

• Building_a_Recurrent_Neural_Network_Step_by_Step
• Dinosaurus_Island_Character_level_language_model
• Improvise_a_Jazz_Solo_with_an_LSTM_Network_v4
• Emoji
• Trigger_word_detection_v2a
• Operations_on_word_vectors_v2a
• Neural_machine_translation_with_attention_v4a