This workshop offers an introduction to the fundamentals of deep learning, a highly influential branch of artificial intelligence. This session focuses on the core concepts of neural networks, including feedforward neural networks, the simplest type of artificial neural network architecture. The course also covers convolutional neural networks (CNNs), essential for image and video recognition, and … Read More
Are you eager to learn how to communicate with computer systems using Natural Language Processing (NLP) techniques, or to make machines understand human sentiments? Do you aspire to build intelligent applications like Siri, Alexa, or chatbots, even if you're starting from scratch? This workshop introduces Natural Language Processing (NLP), teaching you to preprocess text, analyze … Read More
Register to attend this workshop at the bottom of this page. Zoom link will be emailed after filling out the registration form. Workshop content: This workshop provides hands-on training on how to utilize packages like numpy, pandas, matplotlib, plotly, etc. to store, process, and visualize data. Amarel account: Apply here as soon as possible. You must … Read More
This workshop offers a thorough exploration of cutting-edge language models, with a spotlight on ChatGPT. Attendees will delve into the design, training techniques, and practical uses of these models. Discussions on ethical usage and best practices will be a key part of the learning experience. By the workshop's end, participants will gain a deep understanding … Read More
Register to attend this workshop at the bottom of this page. Zoom link will be emailed after filling out the registration form. Machine learning (ML) methods are widely adopted by the academia and industry for applications in science, engineering, healthcare, and humanities. One of the greatest advantages of ML is that they are pretty general and … Read More
Maintenance is usually scheduled for weekdays because it often involves coordination with university facilities teams or external vendors. There may also be times when Amarel must be unavailable due to externally-scheduled data center facilities, power, or telecommunications maintenance. When this happens, we will do our best to avoid adding to a month’s downtime with our … Read More
The Rutgers Office of Advanced Research Computing (OARC) invites you to an interactive workshop with Google Cloud to learn more about how to integrate AI tools into your research platform. Join us for presentations, demos, and hands-on labs facilitated by the Google Cloud team. Note: Due to overwhelming demand for participation, registration for this workshop … Read More
Register to attend this workshop at the bottom of this page. Zoom link will be emailed after filling out the registration form. Workshop content: This workshop offers a brief introduction to using the Linux operating system, focusing on command-line operations. The primary objective is to provide beginner-level familiarity with using a Linux system for common research … Read More
The Rutgers Office of Advanced Research Computing (OARC) invites you to an interactive workshop with Google Cloud to learn more about how to integrate AI tools into your research platform. Join us for presentations, demos, and hands-on labs facilitated by the Google Cloud team. Note: Registration for this workshop has reached capacity and is now … Read More
Register to attend this workshop at the bottom of this page. Zoom link will be emailed after filling out the registration form. Workshop content: This short course helps everyone make those first few steps toward productively using a Linux cluster for research — all members of the Rutgers community have free access to the Amarel Cluster. … Read More