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READMEhttps://github.com/hellolele/DeepLearning
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Andrew Nghttp://www.andrewng.org/
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Deep Learning Specialization on Courserahttps://www.coursera.org/specializations/deep-learning
https://github.com/hellolele/DeepLearning#what-i-want-to-say
https://github.com/hellolele/DeepLearning#programming-assignments
Week 2 - PA 1 - Logistic Regression with a Neural Network mindsethttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Logistic%20Regression%20with%20a%20Neural%20Network%20mindset.ipynb
Week 3 - PA 2 - Planar data classification with one hidden layerhttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Planar%20data%20classification%20with%20one%20hidden%20layer.ipynb
Week 4 - PA 3 - Building your Deep Neural Network: Step by Step¶https://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Building%20your%20Deep%20Neural%20Network%20-%20Step%20by%20Step.ipynb
Week 4 - PA 4 - Deep Neural Network for Image Classification: Applicationhttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Deep%20Neural%20Network%20-%20Application.ipynb
Week 1 - PA 1 - Initializationhttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Initialization.ipynb
Week 1 - PA 2 - Regularizationhttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Regularization.ipynb
Week 1 - PA 3 - Gradient Checkinghttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Gradient%20Checking.ipynb
Week 2 - PA 4 - Optimization Methodshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Optimization%20methods.ipynb
Week 3 - PA 5 - TensorFlow Tutorialhttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Tensorflow%20Tutorial.ipynb
Week 1 - PA 1 - Convolutional Model: step by stephttps://github.com/Kulbear/deep-learning-coursera/blob/master/Convolutional%20Neural%20Networks/Convolution%20model%20-%20Step%20by%20Step%20-%20v1.ipynb
Week 1 - PA 2 - Convolutional Model: applicationhttps://github.com/Kulbear/deep-learning-coursera/blob/master/Convolutional%20Neural%20Networks/Convolution%20model%20-%20Application%20-%20v1.ipynb
Week 2 - PA 1 - Keras - Tutorial - Happy Househttps://github.com/Kulbear/deep-learning-coursera/blob/master/Convolutional%20Neural%20Networks/Keras%20-%20Tutorial%20-%20Happy%20House%20v1.ipynb
Week 2 - PA 2 - Residual Networkshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Convolutional%20Neural%20Networks/Residual%20Networks%20-%20v1.ipynb
https://github.com/hellolele/DeepLearning#quiz-solutions
Week 1 Quiz - Introduction to deep learninghttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Week%201%20Quiz%20-%20Introduction%20to%20deep%20learning.md
Week 2 Quiz - Neural Network Basicshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Week%202%20Quiz%20-%20Neural%20Network%20Basics.md
Week 3 Quiz - Shallow Neural Networkshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Week%203%20Quiz%20-%20%20Shallow%20Neural%20Networks.md
Week 4 Quiz - Key concepts on Deep Neural Networkshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Neural%20Networks%20and%20Deep%20Learning/Week%204%20Quiz%20-%20Key%20concepts%20on%20Deep%20Neural%20Networks.md
Week 1 Quiz - Practical aspects of deep learninghttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Week%201%20Quiz%20-%20Practical%20aspects%20of%20deep%20learning.md
Week 2 Quiz - Optimization algorithmshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Week%202%20Quiz%20-%20Optimization%20algorithms.md
Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworkshttps://github.com/Kulbear/deep-learning-coursera/blob/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization/Week%203%20Quiz%20-%20Hyperparameter%20tuning%2C%20Batch%20Normalization%2C%20Programming%20Frameworks.md
Week 1 Quiz - Bird recognition in the city of Peacetopia (case study)https://github.com/Kulbear/deep-learning-coursera/blob/master/Structuring%20Machine%20Learning%20Projects/Week%201%20Quiz%20-%20Bird%20recognition%20in%20the%20city%20of%20Peacetopia%20(case%20study).md
Week 2 Quiz - Autonomous driving (case study)https://github.com/Kulbear/deep-learning-coursera/blob/master/Structuring%20Machine%20Learning%20Projects/Week%202%20Quiz%20-%20Autonomous%20driving%20(case%20study).md
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