Final Project

As a significant portion of your grade, the Course Project provide you the chance to flex your newly acquired skills toward an application of your choosing. What is more, people from different background are encouraged to form a team. The detailed instructions and the guidelines for this course project could be found here.

IDEAS INSPRIATION

You might look at recent deep learning publications from top-tier machine learning conferences and labs, as well as other resources below.

NeurIPS: Neural Information Processing Systems
ICML: International Conference on Machine Learning
Analyzing CS trends from ICML and NIPS Research Papers
EMNLP: Empirical Methods in Natural Language Processing
ACL: Association for Computational Linguistics
Kaggle challenges: An online machine learning competition website
NLP+Twitter: Twitter NLP tools
Chinese NLP tools: NLP for Chinese text
Analysis on ‘F.R.I.E.N.D.S’
2019 Top Ten Open Source ML Projects

How to get Data?

Get data from social networks, such as Twitter or other websites
Kaggle Datasets
CrowdFlower
AirBNB Dataset
AirBNB Platform
Yelp Dataset
Datasets on Reddit
Currated list of “awesome public datasets”
Use a 3rd-party web scraper to scrape content: Octoparse and other web scrapers
How to analyse 100 GB of data on your laptop with Python

Previous Years Project Reports

Last Year Analysis

Here, you may find some analysis upon the previous year reports (2019 and 2020). It basically consists of two steps: