Deep Learning portfolio
This repo contains my deep learning projects. This portfolio has several programming assignments of the Deep Learning Specialization on Coursera.
Neural Network:
Week 2 - Logistic Regression with a Neural Network mindset
Week 2 - Python Basics with Numpy
Week 3 - Planar data classification with one hidden layer
Week 4 - Building your Deep Neural Network: Step by Step
Week 4 - Deep Neural Network for Image Classification: Application
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization:
Week 5 - Initialization
Week 5 - Regularization
Week 5 - Gradient Checking
Week 6 - Optimization Methods
Week 7 - TensorFlow Tutorial
Convolutional Neural Networks:
Week 1 - Convolutional Model: step by step
Week 1 - Convolutional Model: application
Week 2 - Keras - Tutorial - Happy House
Week 2 - Residual Networks
Week 3 - Car detection for Autonomous Driving
Week 4 - Face Recognition
Week 4 - Neural Style Transfer
Sequence Models:
Week 1 - Building a Recurrent Neural Network - Step by Step
Week 1 - Character level language model - Dinosaurus land
Week 1 - Jazz improvisation with LSTM
Week 2 - Emojify
Week 2 - Word Vector Representation
Week 3 - Machine Translation
Week 3 - Trigger word detection
Deep Learning with a Neural Network
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