Getting Started with Artificial Intelligence (AI) at UF - Artificial Intelligence (AI) - Guides @ UF at University of Florida
Artificial Intelligence (AI): Getting Started with Artificial Intelligence (AI) at UF
Getting Started with Artificial Intelligence (AI) at UF
Machine Learning
Natural Language Processing
AI Ethics
Other Tools
AI Tools at UF
NaviGator AI Chat
allows you to have conversations with large models (LLAMA3, Mistral, Gemma, GPT, Gemini, Claude3, etc.) in a secure environment.
Tutorial on how to get started with Navigator Chat
NaviGator AI Toolkit
allows you to generate API keys and leverage AI models in your applications.
HiPerGator
is UF’s AI supercomputer.
Ollama
is available on HiPerGator, where you can r
un large models locally!
You can also work in a cloud computing environment by getting yourself an HiPerGator Account.
Request your account
A reminder that if you work with Protected Health Information (PHI) or Family Educational Rights and Privacy Act (FERPA) restricted data, please follow the
policies
and
procedures
described for
PHI
and for
FERPA
data. The process includes the requirement to submit a
request
Gen AI Model Tracker
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The most updated lists of generative AI products by ITHAKA
Submitting your first collaborative AI work?
verleaf
is a web-based Latex editing tool easy to use for collaborators. UF is providing Overleaf Professional features for all students, faculty, and staff who would like to use a collaborative, online LaTeX editor for their projects.
Wiki Call For Papers
is a list of places that researchers bookmark for exploring places to submit AI/ML papers.
Deepening your understanding of AI
Artificial Intelligence
by
Stuart Russell; Peter Norvig
ISBN: 0134610997
Publication Date: 2020-04-28
The most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence The long-anticipated revision of Artificial Intelligence: A Modern Approach explores the full breadth and depth of the field of artificial intelligence (AI). The 4th Edition brings readers up to date on the latest technologies, presents concepts in a more unified manner, and offers new or expanded coverage of machine learning, deep learning, transfer learning, multiagent systems, robotics, natural language processing, causality, probabilistic programming, privacy, fairness, and safe AI.
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
by
Aurélien Géron
ISBN: 9781492032649
Publication Date: 2019-10-22
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks--Scikit-Learn and TensorFlow--author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets
Artificial Intelligence from Stanford Encyclopedia of Philosophy
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An excellent resource details AI history, approaches ethics and other related issues from a philosophical perspective.
Wikipedia Glossary of Artificial Intelligence
UF AI learning opportunities
AI Libguide
AI at UF
AI Workshop and Seminar Event Calendar
AI Practicum Workshops at UF
UFRC GitHub Repository
GAITOR Club
UFHealth AI
Librarian
Borui Zhang
She/Her
Email Me
AI podcast at UF
The University of Florida's AI minute
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The University of Florida's AI minute is a weekly one-minute broadcast featuring research developments in artificial intelligence at the University of Florida, as well as explanations of AI terminology.
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