├── README.md ├── Specialisation1.md ├── Specialisation2.md ├── Specialisation3.md ├── Specialisation4.md ├── Specialisation5.md ├── archive.zip └── figures ├── 2d_word_embedding.png ├── 3skip.png ├── 3skip_conv.png ├── APN.png ├── GRU_equations.png ├── GRU_unit.png ├── IoU.png ├── LSTMs.png ├── RNN_unit.png ├── RNNs.png ├── adam.png ├── alexnet.png ├── anchors.png ├── attention.png ├── attn_mechanism.png ├── attn_model.png ├── back_pass_RNNs.png ├── back_prop.png ├── batch_norm.png ├── beam_step1.png ├── beam_step2.png ├── better_per.png ├── bias.png ├── binary_classification.png ├── blue_example.png ├── box_yolo.png ├── brnns.png ├── computing_attention.png ├── conv11.png ├── conv_sliding.png ├── conv_sliding2.png ├── conv_sliding3.png ├── conv_volume.jpg ├── convolution.png ├── convs.png ├── cosine_sim.png ├── cost_enroll.png ├── covariate_shift.png ├── cross_correlation.png ├── deep_net.png ├── deep_rnns.png ├── emb_matrix.png ├── encoder_decoder.png ├── equalization.png ├── equalization_algo.png ├── error_analysis.png ├── forward_and_backprop.png ├── glove.jpg ├── grad_check.png ├── gradient_CNN.png ├── gradient_clipping.png ├── gram_matrix.png ├── image_cap.png ├── incep_net.jpg ├── inception_block.jpg ├── lan_model.png ├── landmarks.png ├── lenet5.png ├── lenet5_archi.png ├── logistic_regression_cats.png ├── lstm_deriv.png ├── lstm_param_deriv.png ├── mismatch.png ├── model_triger_words.png ├── negative_sampling.png ├── net_words.png ├── neural_prob_model.png ├── neutral.png ├── non_max_supp.png ├── notations.png ├── prewitt.gif ├── reduce_cost.png ├── reg1.png ├── resnet.png ├── resnet2.png ├── rnn_cell.png ├── sentiment_ex.png ├── sentiment_model1.png ├── sentiment_model2.png ├── sequences_example.png ├── shallow_net.png ├── siamese.png ├── skipconnection.png ├── smoothed_loss.png ├── sobel.gif ├── spectogram.png ├── speech_rec.png ├── style_matrix.png ├── style_transfer.png ├── train_lan_model.png ├── traindev.png ├── types_rnns.jpg ├── vgg16.png ├── viz_cnns.png ├── weighted_avg.png ├── withoutFC.png ├── words_rep.png ├── yolo.png ├── yolo_output.png ├── yolo_prediction.png ├── yolo_prob.png └── yolo_proba_map.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yassouali/deeplearning.ai_notes/HEAD/README.md -------------------------------------------------------------------------------- /Specialisation1.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yassouali/deeplearning.ai_notes/HEAD/Specialisation1.md -------------------------------------------------------------------------------- /Specialisation2.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yassouali/deeplearning.ai_notes/HEAD/Specialisation2.md -------------------------------------------------------------------------------- /Specialisation3.md: 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