This article from last year popped up in my newsfeed recently. It contains a discussion on whether AI systems today display true intelligence. I would like to focus on the following quote from computer scientist Prof Judea Pearl mentioned in the article. As much as I look into what’s being done with deep learning, I
Sequence-to-sequence (seq2seq) and Bi-Directional Attention Flow (BiDAF) are influential NLP models. These models make use of a technique called “attention” that involves the comparison of two sequences. In this article, I explain how the attention mechanism works in these two models. (By Meraldo Antonio) This article is the third in a series of four articles that
A compiled visualisation of the common convolutional neural networks.
Automating reptitive tasks is one of the hallmarks of software engineering. One of the main task in data science is to be able to extract good and relevant features from your data. The marriage of both = Automated feature engineering. Featuretools is exactly that. An open source project developed by a commercial company. Certainly worth
WHAT is RPA? RPA stands for Robotic Process Automation. It is a branch of automation where the user’s actions such as mouse clicks and keyboard entries to computer applications are replicated and automated. This type of automation has been around since the late 1990s and early 2000s, but is only recently becoming popular due to
AI Singapore is pleased to announce the launch of the AI in Education Grand Challenge! This Grand Challenge aims to encourage the development of innovative approaches that use artificial intelligence (AI) to enhance Mother Tongue Language learning for primary-level students in Singapore. It supports ground-breaking research ideas that adopt AI technologies and innovations to address
