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This is my assignment on Andrew Ng's special course "Deep Learning Specialization" This course consists of five courses: Neural Networks and Deep Learning Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Structuring Machine Learning Projects Convolutional Neural Networks Sequence Models

License: Apache License 2.0

Python 1.82% Jupyter Notebook 98.18%

deeplearning.ai's Introduction

DeepLearning.ai

This is my assignment on Andrew Ng's special course "Deep Learning Specialization" This course consists of five courses:

Course Contents

Neural Networks and Deep Learning

Week1 Introduction to deep learning

Week2 Neural Networks Basics

Week3 Shallow Neural networks

Week4 Deep Neural Networks

Improving Deep Neural Networks

Week1 Practical aspects of Deep Learning(Initialization-Regularization-Gradient Checking)

Week2 Optimization algorithms

Week3 Hyperparameter tuning, Batch Normalization and Programming Frameworks

Convolutional Neural Network

Week1 Foundations of Convolutional Neural Networks

Week2 Deep convolutional models: case studies

Week3 Object detection

Week4 Special applications: Face recognition & Neural style transfer

Sequence Models

Week1 Recurrent Neural Networks

Week2 Natural Language Processing & Word Embeddings

Week3 Sequence models & Attention mechanism

deeplearning.ai's People

Contributors

nishant-sethi avatar

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