This workshop will focus on the theoretical and practical aspects of compiler design of modern programming languages, while taking Ballerina language as a case-study. Ballerina is a general-purpose cloud-era application programming language.
With the introduction of Deep learning, there has been a global revolution in technology which has been making real impact in our modern society. One way to look at Deep learning is, it’s all about Representational Learning. One such phenomena which has taken the AI world by a storm is Graph Representational Learning. With the [...]
The Internet of Things (IoT) is a concept where all things - including everyday physical objects - become programmable and connected, enabling machine-to-machine and machine-to-human interactions. With billions of devices already connected to the Internet, IoT is affecting multiple aspects of society. In this workshop, we will describe and demonstrate how individuals can improve their daily lives using commonly available and low-cost IoT components and services.
Natural Language Processing (NLP) has become a frequent topic of discussion in Data Science. In industry, we come across massive amounts of text data that needs to be properly analyzed using NLP techniques to fulfil certain business requirements. Feature extraction is one of the most important steps in NLP by which the context of words/tokens can be extracted. In this workshop we investigate the ability to extract context from text data in different embedding approaches including simple bag of word-based techniques as well as dense neural network-based techniques.
