An Overview of LIDA: Generate Visualizations and Infographics of Tabular Data using LLMs!
Large Language Models (LLMs) have demonstrated impressive capabilities on various data-related tasks, but they still have some limitations. One of them is the ability to generate effective visualizations from structured data sources such as CSV or Excel files. In this article, we will explore a new framework that addresses this challenge by combining LLMs with Granular Data. The framework is called LIDA, and it was recently open-sourced by Microsoft. LIDA is a powerful library that enhances the interaction between LLMs and Granular Data, enabling richer and more expressive data analysis and visualization.Autogen: Microsoft’s Open-Source Tool for Streamlining Development
Are you a technical student looking for a tool that can help you generate high-quality code, documentation, and tests for your projects? If so, you might want to check out AutoGen a framework that enables development of large language model (LLM) applications using multiple agents that can converse with each other to solve tasks.Azure for Researchers Microsoft Learn - Learning Pathways
Over 7 hr of dedicated Microsoft Learn modules aimed at Researchers, Research Software Engineers and educators. To help you get started with using the Microsoft Cloud. When you're working on research projects, it is helpful to have a basic understanding of cloud computing concepts. In this learning path, you'll study the general terminology and services that of cloud computing, which should be useful to you when you’re working on research tasks. You'll learn how to create virtual machine and how to use it, and how to pick the best storage solution to persist your data.AI and Gaming Research Summit
This exciting new Microsoft Research event aims to facilitate open discussion and critical dialogue by bringing together academia and industry to better understand each other’s perspectives at the intersection of AI and gaming research. AI and Gaming Research Summit - Microsoft ResearchAzure for Academics Video Series
This is a series of Azure applied workshops where participants will start with the basics of cloud, getting started on Azure, and will then move on to learn about Azure's Data and Machine Learning tools. This training series is intended for a broad audience including students, researchers, faculty, post-docs, staff and anyone interested in getting started and learning Azure. This series will get you started on Azure and provide hands on experience managing data and leveraging Azure's data science and machine learning tools.
