├── Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization ├── Gradient Checking.ipynb ├── Initialization.ipynb ├── Optimization Methods.ipynb ├── Regularization.ipynb ├── Tensorflow Tutorial.ipynb ├── Week 1 Quiz - Practical Aspects Of Deep Learning.md ├── Week 2 Quiz - Optimization Algorithms.md └── Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md ├── LICENSE ├── Neural Networks And Deep Learning ├── Building Your Deep Neural Network - Step by Step.ipynb ├── Deep Neural Network - Application.ipynb ├── Logistic Regression with a Neural Network mindset.ipynb ├── Planar data classification with one hidden layer.ipynb ├── Week 1 Quiz - Introduction to deep learning.md ├── Week 2 Quiz - Neural Network Basics.md ├── Week 3 Quiz - Shallow Neural Networks.md └── Week 4 Quiz - Key concepts on Deep Neural Networks.md ├── README.md └── Structuring Machine Learning Projects ├── Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md ├── Week 2 Quiz - Autonomous driving (case study).md └── front_car.png /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Gradient Checking.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Gradient Checking.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Initialization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Initialization.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Optimization Methods.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Optimization Methods.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Regularization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Regularization.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Tensorflow Tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Tensorflow Tutorial.ipynb -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Week 1 Quiz - Practical Aspects Of Deep Learning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Week 1 Quiz - Practical Aspects Of Deep Learning.md -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Week 2 Quiz - Optimization Algorithms.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Week 2 Quiz - Optimization Algorithms.md -------------------------------------------------------------------------------- /Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Improving Deep Neural networks- Hyperparameter Tuning - Regularization and Optimization/Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/LICENSE -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Building Your Deep Neural Network - Step by Step.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Building Your Deep Neural Network - Step by Step.ipynb -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Deep Neural Network - Application.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Deep Neural Network - Application.ipynb -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Logistic Regression with a Neural Network mindset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Logistic Regression with a Neural Network mindset.ipynb -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Planar data classification with one hidden layer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Planar data classification with one hidden layer.ipynb -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Week 1 Quiz - Introduction to deep learning.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Week 1 Quiz - Introduction to deep learning.md -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Week 2 Quiz - Neural Network Basics.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Week 2 Quiz - Neural Network Basics.md -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Week 3 Quiz - Shallow Neural Networks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Week 3 Quiz - Shallow Neural Networks.md -------------------------------------------------------------------------------- /Neural Networks And Deep Learning/Week 4 Quiz - Key concepts on Deep Neural Networks.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Neural Networks And Deep Learning/Week 4 Quiz - Key concepts on Deep Neural Networks.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/README.md -------------------------------------------------------------------------------- /Structuring Machine Learning Projects/Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Structuring Machine Learning Projects/Week 1 Quiz - Bird recognition in the city of Peacetopia (case study).md -------------------------------------------------------------------------------- /Structuring Machine Learning Projects/Week 2 Quiz - Autonomous driving (case study).md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Structuring Machine Learning Projects/Week 2 Quiz - Autonomous driving (case study).md -------------------------------------------------------------------------------- /Structuring Machine Learning Projects/front_car.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anukarsh1/deep-learning-coursera/HEAD/Structuring Machine Learning Projects/front_car.png --------------------------------------------------------------------------------