Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/deep-diver/personal_newsletter_curation


https://github.com/deep-diver/personal_newsletter_curation

Last synced: about 5 hours ago
JSON representation

Awesome Lists containing this project

README 

        
# Curated Personal Newsletter



## Motivation

Today people use social networking platforms such as Facebook, Twitter, etc. to understand what’s happening in the field of their interest. They do this by following influencers' accounts or hitting a share/retweet button. It is good for them to keep all the interesting information on their walls.



However, the problem arises when they click the share/retweet button too many times. They will end up with a pile of information all around, and they might not even remember what each piece of information is about.






## How this project can help?

The end product of this project collects all the posts from one's SNS wall (including personal note/shared/retweeted), then it will send a automatically curated periodic newsletter. 



The curation is a simple process. It will go through each post and classify them by their topics. In this way, all the massy pile of information coulde be organized in a meaningful way to be consumed more easily.



## Architecture

This project is designed to show how to build End-to-End Machine Learning pipeline on Google Cloud Platform. 






## Screenshot






You can find the fully working demo video clip [here](https://www.youtube.com/watch?v=PKK8jyHIb9k)



## Brief steps to replicate this project



Please follow [this additional document](https://github.com/deep-diver/personal_newsletter_curation/blob/main/steps.md) to replicate this project.



## Todo

- [ ] Collect & Label text data from Twitter / Facebook

- [X] Train & Evaludate an intial model 

- [X] Build a pipeline shown in the Archtecture

- [ ] Testing