Workshop/Training

U of A DataLab Presents: Research Productivity Workshops

This series of workshops from the U of A DataLab is taught by Rudy Salcido at the Weaver Science-Engineering Library and on Zoom. The purpose of the Research Productivity Workshop series is to help alleviate the challenges with creating a culture for diverse teams to thrive, planning, and managing projects. These sessions will benefit faculty, researchers, staff, and students (undergraduate, graduate, and post-doctoral) planning your next project, currently working on projects, and preparing for your next grant proposal submission. Sessions offered in this series:

  • 09/18: Leadership through Project Management: Team Culture Tips for Successful Research Projects
  • 10/02: Planning for Your Next Research Project
  • 10/30: Pragmatic Project Management for Everyone

Details and registration are available here.

U of A DataLab Presents: Research Productivity Workshops

This series of workshops from the U of A DataLab is taught by Rudy Salcido at the Weaver Science-Engineering Library and on Zoom. The purpose of the Research Productivity Workshop series is to help alleviate the challenges with creating a culture for diverse teams to thrive, planning, and managing projects. These sessions will benefit faculty, researchers, staff, and students (undergraduate, graduate, and post-doctoral) planning your next project, currently working on projects, and preparing for your next grant proposal submission. Sessions offered in this series:

  • 09/18: Leadership through Project Management: Team Culture Tips for Successful Research Projects
  • 10/02: Planning for Your Next Research Project
  • 10/30: Pragmatic Project Management for Everyone

Details and registration are available here.

U of A DataLab Presents: Research Productivity Workshops

This series of workshops from the U of A DataLab is taught by Rudy Salcido at the Weaver Science-Engineering Library and on Zoom. The purpose of the Research Productivity Workshop series is to help alleviate the challenges with creating a culture for diverse teams to thrive, planning, and managing projects. These sessions will benefit faculty, researchers, staff, and students (undergraduate, graduate, and post-doctoral) planning your next project, currently working on projects, and preparing for your next grant proposal submission. Sessions offered in this series:

  • 09/18: Leadership through Project Management: Team Culture Tips for Successful Research Projects
  • 10/02: Planning for Your Next Research Project
  • 10/30: Pragmatic Project Management for Everyone

Details and registration are available here.

U of A DataLab Presents: Natural Language Processing for All

This series of workshops from the U of A DataLab is taught by Megh Krishnaswamy at the Weaver Science-Engineering Library and on Zoom. Join us for an engaging and accessible introduction to Natural Language Processing (NLP) and its practical applications for everyday tasks! In "NLP for All," we will explore the fundamental concepts behind NLP: From understanding how computers interpret human language; to discovering how to improve search queries, use regular expressions, find datasets, and learn about pipelines for working with language. Whether you're curious about chatbots, voice assistants, or automated text transcription and analysis, this series will demystify popular technologies and show you how they work.

What We Will Cover:

  • Foundations of NLP: Gain a solid grasp of NLP concepts and terminology without needing a technical background.
  • Real-World Applications: Explore practical uses of NLP in various contexts, such as improving search and information retrieval, generating and evaluating automatic transcriptions, and working with popular libraries such as spaCy, PyTorch and scikit-learn.
  • Hands-On Experience: We will illustrate NLP concepts in action with a well-documented code notebook, aimed at solving practical examples. We will also explore online sources for NLP tools and datasets, such as HuggingFace.

Prerequisites:

REGISTER for the Series and attend the workshop sessions that interest you!

U of A DataLab Presents: Exploring the LLM Frontier

This series of workshops from the U of A DataLab is taught by Carlos Lizárraga and Enrique Noriega Atala at the Weaver Science-Engineering Library and on Zoom. Generative AI is a subset of artificial intelligence that focuses on creating new content. Unlike traditional AI models that analyze data, generative AI models learn patterns from existing data and generate new, original content. This can range from text, images, music, and even code.

Understanding generative AI is crucial for several reasons:

  • Innovation: It's driving groundbreaking advancements in various industries, from art and design to healthcare and science.
  • Career Opportunities: The demand for professionals skilled in generative AI is rapidly growing, presenting exciting career prospects.
  • Problem-Solving: Generative AI offers innovative solutions to complex challenges, from content creation to drug discovery.
  • Ethical Considerations: As generative AI becomes more powerful, it's essential to understand its potential impacts and ethical implications.

The applications of generative AI are vast and expanding rapidly. Some key areas include:

  • Content Creation: Generating text, images, music, and videos. Drug Discovery: Accelerating the development of new drugs by designing potential molecules.
  • Design: Creating innovative designs for products and architecture.
  • Customer Service: Developing advanced chatbots and virtual assistants.
  • Education: Personalized learning experiences and intelligent tutoring systems.
REGISTER  for the Series and attend the workshops that interest you!

U of A DataLab Presents: Advanced AI for Healthcare

This series of workshops from the U of A DataLab is taught by Greg Chism at the Weaver Science-Engineering Library and on Zoom. Advanced AI techniques, particularly in the realms of deep learning, sequence modeling, and retrieval-augmented generation (RAG), are revolutionizing the healthcare industry. These technologies offer powerful tools for analyzing complex data, predicting patient outcomes, and enhancing decision-making processes in clinical settings.

Understanding and mastering advanced AI techniques is crucial for several reasons:

  • Healthcare Innovation: These AI technologies are driving significant advancements in diagnostics, treatment planning, and patient care.
  • Career Advancement: Professionals skilled in AI applications for healthcare are in high demand, opening up exciting career opportunities in this rapidly growing field.
  • Enhanced Patient Care: AI offers innovative solutions for personalized medicine, early disease detection, and optimizing treatment protocols.
  • Ethical Considerations: As AI becomes more integrated into healthcare, understanding its ethical implications and ensuring responsible usage is essential.

REGISTER  for the Series and attend the workshops that interest you!

U of A DataLab Presents: AI & Cloud Tools for Geographic Analysis

This series of workshops from the U of A DataLab is taught by Jeff Gillan at the Weaver Science-Engineering Library and on Zoom. Step out of conventional GIS frameworks and discover the latest trends in geospatial data science where open tools, cloud technologies, and the proliferation of sensor data are innovating earth observation and environmental monitoring.

Emphasizing open science and reproducible methods, this immersive hands-on workshop series will:

  • Show you how to harness cloud computing platforms
  • Demonstrate Deep Learning workflows for remotely sensed imagery
  • Introduce you to cloud-native formats
  • Help you build geospatial analysis pipelines

Each workshop session is designed to be a discrete lesson where students will walk away with specific knowledge on a tool and resources to explore deeper. Our goal is to demystify vocabulary and show you how to use these tools with straight forward examples. We hope to cover material that is not currently being taught in credited classes at U of A.

The series is FREE and open to all affiliated with the University of Arizona. It is tailored for graduate students, postdocs, and early career faculty looking to expand their geospatial skills.

We welcome students and professionals from any field of study across the university. A variety of skill levels are also welcome, though each lesson will assume the audience has limited experience on the topic. Basic knowledge of scripting languages (mostly python) and some prior geospatial experience will be helpful. Some of the lessons will include gentle live coding, but the focus will be on the big picture of what the code is doing. Jupyter notebooks with pre-written python code will be provided for several of the lessons.

REGISTER  for the Series and attend the workshops that interest you!

U of A DataLab Presents: Exploring Tools for Data Analysis & AI Applications in Biosciences & Genomics

This series of workshops from the U of A DataLab, taught by Michele Cosi and Carlos Lizárraga at the Weaver Science-Engineering Library and on Zoom, provides graduate students in public universities with the necessary skills and tools to analyze biological data using high-performance computing resources.

Participants will acquire hands-on experience with industry-standard command-line tools (CLI) for DNA and RNA sequencing analysis, sequence manipulation and alignment, and pipeline management for automating complex workflows. They will also learn about differential expression analysis for identifying genes with altered expression levels, data visualization techniques for effectively presenting results, and the basics of artificial intelligence (AI) and machine learning (ML) in bioinformatics.

Upon completion of this workshop, graduates will be capable of using these powerful tools and methods to address real-world biological challenges and make significant contributions to bioinformatics research.

REGISTER for the Series and attend the workshops that interest you!

Overview of Federal Research w/ Lewis-Burke & Associates

Lewis-Burke & Associates (LBA) provides the University of Arizona with advocacy for public policy from our federal agencies. LBA specializes in science, technology, education, and health. Join us every second Wednesday to discuss what is happening in Washington, D.C., in real time. Following the DC Update, we'll dive into areas of interest for the University.

The event is free, but registration is required through TRELLIS