# Mod 5 Project

## Capstone Project

{% embed url="<https://github.com/several27/FakeNewsCorpus>" %}

## Ideas

{% embed url="<https://towardsdatascience.com/how-to-collect-your-deep-learning-dataset-2e0eefc0ba24>" %}

{% embed url="<http://blog.kaggle.com/2017/07/14/data-notes-tech-datasets-resume-projects-for-new-data-scientists/>" %}

{% embed url="<https://www.analyticsvidhya.com/blog/2018/03/comprehensive-collection-deep-learning-datasets/>" %}

{% embed url="<http://deeplearning.net/datasets/>" %}

{% embed url="<http://wiki.fast.ai/index.php/Main_Page>" %}

#### From wiki.fast.ai:

* [Image Datasets](http://wiki.fast.ai/index.php/Image_Datasets)- Descriptions, difficulty ratings, and links to datasets you may want to use for your class project, including links to public lists of datasets
* [Tutorials](http://wiki.fast.ai/index.php/Tutorials) - helpful tutorials and MOOCs to complement coursework
* [Papers](http://wiki.fast.ai/index.php/Papers) - important papers in deep learning
* [Articles](http://wiki.fast.ai/index.php/Articles) - articles and blog posts
* [Books](http://wiki.fast.ai/index.php/Books) - Textbooks and other non-fiction related to Deep Learning
* [Listen to the Podcast based on the video lessons](https://soundcloud.com/startup-data-science/sets/all-episodes/)
* [ELI5](http://wiki.fast.ai/index.php/ELI5) - Explain Like I'm 5 \[years old]
* [Applications](http://wiki.fast.ai/index.php/Applications) - Application areas and resources
* [Build Your own DL Box](https://algobeans.com/2016/05/19/build-a-deep-learning-box/)
* [Docs for keras 1.1.1 which is used in the course](https://faroit.github.io/keras-docs/1.1.1/)

### Audio

{% embed url="<https://www.analyticsvidhya.com/blog/2017/08/audio-voice-processing-deep-learning/>" %}

{% embed url="<https://skymind.ai/wiki/open-datasets>" %}