GitHub - sumingrui/Deeplearning.ai-1: Materials from deeplearning.ai course on Coursera

Name		Name	Last commit message	Last commit date
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Lecture_Notes		Lecture_Notes
C1W1_Quiz_Introduction to deep learning.txt		C1W1_Quiz_Introduction to deep learning.txt
C1W2_Assignment_Logistic+Regression+with+a+Neural+Network+mindset+v3.ipynb		C1W2_Assignment_Logistic+Regression+with+a+Neural+Network+mindset+v3.ipynb
C1W2_Lecture_Python+Basics+With+Numpy+v3.ipynb		C1W2_Lecture_Python+Basics+With+Numpy+v3.ipynb
C1W2_Quiz_Neural_Network_Basics.txt		C1W2_Quiz_Neural_Network_Basics.txt
C1W3_Assignment_Planar+data+classification+with+one+hidden+layer+v3.ipynb		C1W3_Assignment_Planar+data+classification+with+one+hidden+layer+v3.ipynb
C1W3_Quiz_Shallow_Neural_Networks.txt		C1W3_Quiz_Shallow_Neural_Networks.txt
C1W4_Assignment_Part1_Building+your+Deep+Neural+Network+-+Step+by+Step+v3.ipynb		C1W4_Assignment_Part1_Building+your+Deep+Neural+Network+-+Step+by+Step+v3.ipynb
C1W4_Assignment_Part2_Deep+Neural+Network+-+Application+v3.ipynb		C1W4_Assignment_Part2_Deep+Neural+Network+-+Application+v3.ipynb
C1W4_Quiz_Key_concepts_on_Deep_Neural Networks.txt		C1W4_Quiz_Key_concepts_on_Deep_Neural Networks.txt
C2W1_Assignment_Part1_Initialization.ipynb		C2W1_Assignment_Part1_Initialization.ipynb
C2W1_Assignment_Part2_Regularization.ipynb		C2W1_Assignment_Part2_Regularization.ipynb
C2W1_Assignment_Part3_Gradient+Checking.ipynb		C2W1_Assignment_Part3_Gradient+Checking.ipynb
C2W1_Quiz_Practical_aspects_of_deep_learning.txt		C2W1_Quiz_Practical_aspects_of_deep_learning.txt
C2W2_Assignment_Optimization+methods.ipynb		C2W2_Assignment_Optimization+methods.ipynb
C2W2_Quiz_Optimization_algorithms.txt		C2W2_Quiz_Optimization_algorithms.txt
C2W3_Assignment_Tensorflow+Tutorial.ipynb		C2W3_Assignment_Tensorflow+Tutorial.ipynb
C2W3_Quiz_Hyperparameter tuning, Batch Normalization, Programming Frameworks.txt		C2W3_Quiz_Hyperparameter tuning, Batch Normalization, Programming Frameworks.txt
C3W1_Quiz_Bird recognition in the city of Peacetopia (case study).txt		C3W1_Quiz_Bird recognition in the city of Peacetopia (case study).txt
C3W2_Quiz_Autonomous driving (case study).txt		C3W2_Quiz_Autonomous driving (case study).txt
C4W1_Assignment_Part1_Convolution+model+-+Step+by+Step+-+v2.ipynb		C4W1_Assignment_Part1_Convolution+model+-+Step+by+Step+-+v2.ipynb
C4W1_Assignment_Part2_Convolution+model+-+Application+-+v1.ipynb		C4W1_Assignment_Part2_Convolution+model+-+Application+-+v1.ipynb
C4W1_Quiz_The basics of ConvNets.txt		C4W1_Quiz_The basics of ConvNets.txt
C4W2_Assignment_Part1_Keras+-+Tutorial+-+Happy+House+v2.ipynb		C4W2_Assignment_Part1_Keras+-+Tutorial+-+Happy+House+v2.ipynb
C4W2_Assignment_Part2_Residual+Networks+-+v2.ipynb		C4W2_Assignment_Part2_Residual+Networks+-+v2.ipynb
C4W2_Quiz_Deep convolutional models.txt		C4W2_Quiz_Deep convolutional models.txt
C4W3_Assignment_Autonomous+driving+application+-+Car+detection+-+v1.ipynb		C4W3_Assignment_Autonomous+driving+application+-+Car+detection+-+v1.ipynb
C4W3_Quiz_Detection algorithms.txt		C4W3_Quiz_Detection algorithms.txt
C4W4_Assignment_Part1_Face+Recognition+for+the+Happy+House+-+v3.ipynb		C4W4_Assignment_Part1_Face+Recognition+for+the+Happy+House+-+v3.ipynb
C4W4_Assignment_Part2_Art+Generation+with+Neural+Style+Transfer+-+v2.ipynb		C4W4_Assignment_Part2_Art+Generation+with+Neural+Style+Transfer+-+v2.ipynb
C4W4_Quiz_Special applications Face recognition & Neural style transfer.txt		C4W4_Quiz_Special applications Face recognition & Neural style transfer.txt
C5W1_Assignment_Part1_Building+a+Recurrent+Neural+Network+-+Step+by+Step+-+v3.ipynb		C5W1_Assignment_Part1_Building+a+Recurrent+Neural+Network+-+Step+by+Step+-+v3.ipynb
C5W1_Assignment_Part2_Dinosaurus+Island+--+Character+level+language+model+final+-+v3.ipynb		C5W1_Assignment_Part2_Dinosaurus+Island+--+Character+level+language+model+final+-+v3.ipynb
C5W1_Assignment_Part3_Improvise+a+Jazz+Solo+with+an+LSTM+Network+-+v3.ipynb		C5W1_Assignment_Part3_Improvise+a+Jazz+Solo+with+an+LSTM+Network+-+v3.ipynb
C5W1_Quiz_Recurrent Neural Networks.txt		C5W1_Quiz_Recurrent Neural Networks.txt
C5W2_Assignment_Part1_Operations+on+word+vectors+-+v2.ipynb		C5W2_Assignment_Part1_Operations+on+word+vectors+-+v2.ipynb
C5W2_Assignment_Part2_Emojify+-+v2.ipynb		C5W2_Assignment_Part2_Emojify+-+v2.ipynb
C5W2_Quiz_Natural Language Processing & Word Embeddings.txt		C5W2_Quiz_Natural Language Processing & Word Embeddings.txt
C5W3_Assignment_Part1_Neural+machine+translation+with+attention+-+v4.ipynb		C5W3_Assignment_Part1_Neural+machine+translation+with+attention+-+v4.ipynb
C5W3_Assignment_Part2_Trigger+word+detection+-+v1.ipynb		C5W3_Assignment_Part2_Trigger+word+detection+-+v1.ipynb
C5W3_Quiz_Sequence models & Attention mechanism.txt		C5W3_Quiz_Sequence models & Attention mechanism.txt
Notes.txt		Notes.txt

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