Question answering (QA) is a NLP technique that allows machines to answer questions in natural language. It uses various approaches such as rule-based, information retrieval-based, and machine learning-based systems, including…
This page introduces the use of the library praw to aquire information from reddit (read ‘forum’ if you’re not familiar) to be used as a starting point for an argument…
This page gives a quick overview of the main points to pay attention to when optimizing code for speed and simplicity. For this example I optimize code from a previous…
A haiku is a short poem originating from Japan. It follows very specific rules to qualify as a haiku. First, it consists of three phrases. The first line has 5…
This tutorial shows how to analyse Twitter data with the aim of aquiring sentiment on various topics. This document will discuss sentiment analysis using ‘textblob’, entity recognition with Spacy and…
This page contains the analysis performed on the crime data between 1996 to 2021 for the municipality of Groningen in the Netherlands. The data was aquired from an open dataset…
The Ministry wants to know in advance which pumps are most likely to be non-functional, so that they can triage their repair efforts. They ask help to come up with…
Alex de Vries