• TrAC Training on Intro to Cloud-based Deep Learning

    The TrAC @ Iowa State University along with CyVerse.org will host a day long hybrid workshop on Introduction to Cloud-based Deep Learning. This workshop will introduce you to concepts in cloud, containerization, and GPU computing with Python. We will demonstrate a simple deep learning application problem using public research cyberinfrastructure with version control systems and containerization. Agenda Intro Workshop […]

  • Demystifying Trending AI Techniques

    Demystifying Trending AI Techniques About Instructor Aditya Balu is currently a Data Scientist at the Translational AI Center at Iowa State University, where he is working on generative designs physics-aware […]

  • A Deep Dive into Deep Learning: Architectures and Algorithms

    The TrAC @ Iowa State University along with Midwest Big Data Summer School and CyVerse.org will host a day long workshop on Deep Learning Architectures and Algorithms. Abstract In this tutorial, we will be covering the […]

  • Demystifying Trending AI Techniques

    Join us for a four-hour tutorial exploring current AI techniques and innovative approaches with the potential to reshape various domains. A tentative list of topics includes:  Registration: To register for […]

  • Prompt Engineering and Retrieval Augmented Generation

    This intensive 8-hour tutorial will provide a hands-on introduction to two of the most important techniques for getting the most out of large language models: prompt engineering and retrieval augmented generation (RAG). In the first half of the course, you will learn prompt engineering techniques like zero-shot prompting, few-shot prompting, chain-of-thought prompting, and more to […]