Deep Learning & NLP
The One Code is being spread by trolls all over the internet! Use your NLP skills to root out these comments on Reddit, but be careful! Though some posts are easily identifiable, some trolls are quite nifty, and you will have to look at reactions from other users. To make matters even worse, these trolls are stealing posts from programming subreddits to confuse your AI, so you will need to filter these out first as well! To summarize: Using well known Python NLP frameworks, we will challenge you to categorise reddit posts, perform analysis on comments and find malicious comments in our vast dataset.
You will learn how to use Natural Language Processing and Machine Learning in a practical context. You will also learn about the 'building blocks' of NLP that are typically used to solve real-world problems involving language data. Though our time is too short for training a ML network from scratch, 95% of real-world challenges are solved by using and fine-tuning pre-built methods from specialised libraries.
You will learn how to use Natural Language Processing and Machine Learning in a practical context. You will also learn about the 'building blocks' of NLP that are typically used to solve real-world problems involving language data. Though our time is too short for training a ML network from scratch, 95% of real-world challenges are solved by using and fine-tuning pre-built methods from specialised libraries.
Skills and tools
Python knowledge