https://github.com/alexandrevicenzi/udacity-nd101

Udacity Deep Learning Foundation Nanodegree Projects
https://github.com/alexandrevicenzi/udacity-nd101

deep-learning udacity udacity-deep-learning udacity-nanodegree

Last synced: 7 months ago
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Udacity Deep Learning Foundation Nanodegree Projects

• Host: GitHub
• URL: https://github.com/alexandrevicenzi/udacity-nd101
• Owner: alexandrevicenzi
• License: mit
• Created: 2018-05-28T03:25:06.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-05-28T03:27:10.000Z (over 7 years ago)
• Last Synced: 2024-10-13T13:23:03.230Z (about 1 year ago)
• Topics: deep-learning, udacity, udacity-deep-learning, udacity-nanodegree
• Language: HTML
• Homepage:
• Size: 2.95 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Udacity nd101

These are the projects that I submitted to Udacity Deep Learning Foundation Nanodegree Program (2017-11).

The certificate can be found [here](https://confirm.udacity.com/3U6JFASM).

Learn more about [Udacity Deep Learning Foundation Nanodegree Program](https://udacity.com/course/nd101).

## Project 1 - Your first neural network

Neural Network to predict the number of bike-share users on a given day from the [UCI Machine Learning Database](https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset).

## Project 2 - Image Classification

Convolutional Neural Network to classify image from the [CIFAR-10 dataset](https://www.cs.toronto.edu/~kriz/cifar.html).

## Project 3 - Generate TV Scripts

Recurrent Neural Network to generate TV scripts from the [Simpson's dataset of scripts](https://www.kaggle.com/wcukierski/the-simpsons-by-the-data).

## Project 4 - Translation Project

A sequence to sequence RNN that can translate sentences from English to French.

## Project 5 - Face Generation

Generative Adversarial Network to generate new images of faces from the [CelebA dataset](http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html).