NTU OSS

In this workshop, we cover fundamentals of NLP such as word embeddings, probabilistic and neural language models. We’ll cover all the theory behind these topics and finally, build a simple language model to get some hands-on experience.

Attendees will learn about the entire data preparation and collection stage in a machine learning pipeline. We will be using scrapy to scrape content from webpages and use various python libraries to preprocess the data. By the end of the workshop, the attendees will create a news headlines dataset for sentiment analysis task and a Binary image classification dataset.