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This project contains projects for the Deep Learning Nanodegree Program

  • See the SYLLABUS (Downloaded on 11/24/19) for more details about the Nanodegree contents and projects
  • See this GitHub repository for the project and labs setups and boiler plates

Project List

Project 1: Predicting Bike Share

Skills: Basic Neural Network

Notebook

Project 2_0: Style Transfer with Transfer Learning

Skills: Transfer Learning

Before starting working on the Project 2: Dog Breed Classifier, I spent a weekend to apply the 'Style Transfer' algorithm to create a "Thai Modern Artwork". See more details in

Project 2: Dog Breed Classifier

Skills: Transfer Learning

Notebook

Project 3: Generate TV Scripts

Skills: Recurrent Neural Network with LSTM

Notebook

Project 4: Generate Face

Skills: DCGAN (Deep Convolutional Generative Advisorial Network)

Notebook

Project 5: Deploying a Sentiment Analysis Model

Skills: Amazon SageMaker

Notebook

Licensing, Authors, Acknowledgements

All contents in this project is a part of my completed projects for the Deep Learning Nanodegree Program and must give credit to Udacity.

This project is MIT licensed.