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Description: Deep Learning Specialization by Andrew Ng on Coursera. - apurbadas/deep-learning-coursera

Open Graph Description: Deep Learning Specialization by Andrew Ng on Coursera. - apurbadas/deep-learning-coursera

X Description: Deep Learning Specialization by Andrew Ng on Coursera. - apurbadas/deep-learning-coursera

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Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimizationhttps://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera/tree/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization
Improving Deep Neural Networks Hyperparameter tuning, Regularization and Optimizationhttps://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera/tree/master/Improving%20Deep%20Neural%20Networks%20Hyperparameter%20tuning%2C%20Regularization%20and%20Optimization
Neural Networks and Deep Learninghttps://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera/tree/master/Neural%20Networks%20and%20Deep%20Learning
Neural Networks and Deep Learninghttps://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera/tree/master/Neural%20Networks%20and%20Deep%20Learning
Structuring Machine Learning Projectshttps://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera/tree/master/Structuring%20Machine%20Learning%20Projects
Structuring Machine Learning Projectshttps://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera/tree/master/Structuring%20Machine%20Learning%20Projects
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https://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera#deep-learning-specialization-on-coursera
Andrew Nghttp://www.andrewng.org/
https://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera#introduction
Deep Learning Specialization on Courserahttps://www.coursera.org/specializations/deep-learning
https://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera#what-i-want-to-say
https://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera#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
https://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera#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
https://patch-diff.githubusercontent.com/apurbadas/deep-learning-coursera#important-slide-notes
Screenshots for Course 1: Neural Networks and Deep Learninghttps://github.com/Kulbear/deep-learning-coursera/issues/1
Screenshots for Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimizationhttps://github.com/Kulbear/deep-learning-coursera/issues/2
Screenshots for Course 3: Structuring Machine Learning Projectshttps://github.com/Kulbear/deep-learning-coursera/issues/3
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