Michigan Institute for Data Science
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GenAI Tutorial Series: From Search to Synthesis: AI Tools for Literature Discovery and Summarization
Generative AI Tutorial Series: "From Search to Synthesis: AI Tools for Literature Discovery and Summarization"
00:00 Introduction
01:01 Considerations
30:27 Literature Discovery
48:29 Summarizing and Synthesizing
01:27:06 Guidelines & Recommendations
This session introduced generative AI tools that can assist you with literature discovery, summarization, and synthesis. Featured tools include Open AI’s chatGPT, UMGPT, Anthropic’s Claude, ResearchRabbit, and more.
Instructors:
- Jamie Niehof, Engineering Librarian
- Tyler Nix, Associate Director, Research & Informatics, Taubman Health Sciences Library
- Sarah Barbrow, Assistant Director, Engineering Librarian
Link to slides: docs.google.com/presentation/d/1H0TEFpXxwEenPpZ_a_P9gLLObES9AMYoBFm-fd6lJvM/edit?usp=sharing
Link to handout: docs.google.com/document/d/1sT0YRF0MZS0b8C8r6wr4RfGdX9vs0INvFOalpcQWfss/edit?usp=sharing
About: Generative AI is revolutionizing the landscape of research by enabling unprecedented levels of automation and innovation, and facilitating major breakthroughs across all research fields. In recognition of the opportunities this presents, the Michigan Institute of Data Science (MIDAS) and the College of Literature, Science, and the Arts (LSA) at the University of Michigan are co-hosting a series of tutorials on Generative AI during the Winter ’24 semester.
Visit our series page for more information: midas.umich.edu/generative-ai-tutorial-series
- Visit our homepage to learn more about data science and AI at the University of Michigan: midas.umich.edu/
- Sign up for the MIDAS newsletter: myumi.ch/rrxW3
- Twitter: @um_midas
- LinkedIn: linkedin.com/michigan-institute-for-data-science-midas
#datascience #artificialintelligence #generativeai #research
zhlédnutí: 156

Video

Generative AI Tutorial Series: Text as Data
zhlédnutí 173Před měsícem
"Text as Data" About: an overview on generative AI tools for working with text data, including creating and analyzing data from a variety of sources; discussion of benefits, capabilities, and challenges including how to assess bias. Hands-on exercises focused on real-world examples using text data. Instructor Dr. Mark Hansen was the inaugural director for the David and Helen Gurley Brown Instit...
Generative AI Tutorial Series: An Introduction to Generative AI Tools for Research
zhlédnutí 653Před 2 měsíci
About: Generative AI is revolutionizing the landscape of research by enabling unprecedented levels of automation and innovation, and facilitating major breakthroughs across all research fields. In recognition of the opportunities this presents, the Michigan Institute of Data Science (MIDAS) and the College of Literature, Science, and the Arts (LSA) at the University of Michigan are co-hosting a...
Generative AI Tutorial Series: Fine-tuning LLMs - Shane Storks
zhlédnutí 765Před 5 měsíci
Generative AI is revolutionizing the landscape of research by enabling unprecedented levels of automation and innovation, and facilitating major breakthroughs across all research fields. To equip researchers with the necessary skills to transform their research with generative AI, the Michigan Institute for Data Science and the Michigan AI Laboratory jointly offered a series of tutorials in the...
GenAI Tutorial Series, "Making GenAI Better for You: Experimentation for Custom Research Solutions"
zhlédnutí 166Před 5 měsíci
Generative AI is revolutionizing the landscape of research by enabling unprecedented levels of automation and innovation, and facilitating major breakthroughs across all research fields. To equip researchers with the necessary skills to transform their research with generative AI, the Michigan Institute for Data Science and the Michigan AI Laboratory jointly offered a series of tutorials in the...
AI-Driven Research Workflows: "Information Rich Strategies for Chemical Synthesis" - Tim Cernak
zhlédnutí 114Před 6 měsíci
“Information Rich Strategies for Chemical Synthesis” Presentation abstract: Advancing the synthesis of small molecules is critical to the advent of new medicines, materials, and agrochemicals. Our lab has been exploring strategies in chemical synthesis - both in reaction method development and total synthesis - that leverage modern data science techniques and robotics. This presentation will sh...
AI-Driven Research Workflows: Lessons learned from a million automated experiments - Paul Jensen
zhlédnutí 167Před 6 měsíci
“Lessons learned from a million automated experiments” Presentation abstract: We developed an automated platform (called BacterAI) that learns the nutrient requirements of bacteria entirely on its own. Most importantly, our system requires no prior knowledge of the bacteria it studies; it learns using only the results of experiments it designs and executes autonomously. Our insight was to accel...
Linking Scientific Instruments and Computation: Patterns, Technologies, Experiences - Ian Foster
zhlédnutí 66Před 6 měsíci
"Linking Scientific Instruments and Computation: Patterns, Technologies, Experiences" Ian Foster, Director, Data Science and Learning Division; Argonne Senior Scientist; Argonne National Lab. Distinguished Fellow and the Arthur Holly Compton Distinguished Service Professor, Computer Science, University of Chicago Presentation abstract: Powerful detectors at modern experimental facilities routin...
AI-Driven Research Workflows: AI-based behavioral analysis for preclinical & clinical research
zhlédnutí 100Před 6 měsíci
“AI-based behavioral analysis for preclinical and clinical research” Bing Ye, Burton L. Baker Collegiate Professor of the Life Sciences, Research Associate Dean, Research Professor, and Director of the Perrigo Undergraduate Summer Fellowship Program, University of Michigan Life Sciences Institute; Professor of Cell and Developmental Biology, University of Michigan Medical School About this even...
Clinical, Standardization & Algorithmic Pathways to Automating Discovery with EHR Data -Charles Mayo
zhlédnutí 39Před 6 měsíci
“Clinical, Standardization and Algorithmic Pathways to Automating Discovery with EHR Data” Presentation abstract: In Radiation Oncology we have constructed a learning health system that combines an infrastructure for automated, standards driven aggregation, integration and harmonization of electronic health records (EHR) data for all treated patients. We then developed automated statistical and...
Code Smarter, Not Harder: Harnessing Generative AI for Research Programming Efficiency
zhlédnutí 141Před 6 měsíci
About: Generative AI is revolutionizing the landscape of research by enabling unprecedented levels of automation and innovation, and facilitating major breakthroughs across all research fields. To equip researchers with the necessary skills to transform their research with generative AI, the Michigan Institute for Data Science and the Michigan AI Laboratory jointly offered a series of tutorials...
Generative AI Tutorial Series: Using Generative AI to Assist in Coding in Data Science Research
zhlédnutí 276Před 6 měsíci
About: Generative AI is revolutionizing the landscape of research by enabling unprecedented levels of automation and innovation, and facilitating major breakthroughs across all research fields. To equip researchers with the necessary skills to transform their research with generative AI, the Michigan Institute for Data Science and the Michigan AI Laboratory jointly offered a series of tutorials...
Data & AI in Society: The Impact of AI on the Live and Rights of Women in the US and the Middle East
zhlédnutí 135Před 6 měsíci
About: Artificial Intelligence (AI) is transforming every aspect of our society and our lives. However, just like any emerging technology, AI’s impact varies greatly for different demographic groups, in different geographic regions, and is shaped by social conventions, culture, religion, economic realities, among many other factors. In this forum, Marina Alsahawneh and Merve Hickok discuss the ...
GenAI Diffusion Models: Deep Generative Physical Modeling, Medical Imaging & Wireless Communications
zhlédnutí 374Před 6 měsíci
“Deep Generative Physical Modeling for Medical Imaging and Wireless Communications” Jon Tamir, Assistant Professor in the Chandra Family Department of Electrical and Computer Engineering, University of Texas, Austin Symposium overview: Generative AI: Diffusion Models for Scientific Machine Learning mini-symposium, co-organized with the Michigan Institute for Data Science and the department of E...
GenAI Diffusion Models mini-symposium: “Diffusion Models for Inverse Problems in Medical Imaging”
zhlédnutí 466Před 6 měsíci
GenAI Diffusion Models mini-symposium: “Diffusion Models for Inverse Problems in Medical Imaging”
Plug-and-Play Methods, Inverse Problems: Self-Calibration, Conditional Generation & Continuous Rep.
zhlédnutí 183Před 6 měsíci
Plug-and-Play Methods, Inverse Problems: Self-Calibration, Conditional Generation & Continuous Rep.
GenAI Diffusion Models mini-symposium: Deep Networks and the Multiple Manifold Problem
zhlédnutí 142Před 6 měsíci
GenAI Diffusion Models mini-symposium: Deep Networks and the Multiple Manifold Problem
GenAI Diffusion Models mini-symposium: Foundation Models & Inverse Problems, Alex Dimakis, UT Austin
zhlédnutí 337Před 6 měsíci
GenAI Diffusion Models mini-symposium: Foundation Models & Inverse Problems, Alex Dimakis, UT Austin
GenAI Diffusion Models: “Understanding Diffusion Model Objectives from the Perspective of ELBO”
zhlédnutí 1,3KPřed 6 měsíci
GenAI Diffusion Models: “Understanding Diffusion Model Objectives from the Perspective of ELBO”
GenAI Diffusion Models: A tutorial on score-based generative models w/ medical imaging applications
zhlédnutí 1,8KPřed 6 měsíci
Generative AI: Diffusion Models for Scientific Machine Learning A mini-symposium co-organized with the Michigan Institute for Data Science and the department of Electrical and Computer Engineering at the University of Michigan. Presentation: "A tutorial on score-based generative models with medical imaging applications" Jeffrey Fessler, William L Root Collegiate Professor of Electrical Engineer...
Generative AI Coast to Coast Webinar Series: An Under the Hood Look at Gen AI: Potentials & Pitfalls
zhlédnutí 436Před 8 měsíci
Generative AI Coast to Coast Webinar Series: An Under the Hood Look at Gen AI: Potentials & Pitfalls
Generative AI Coast-to-Coast Webinar Series: A Conversation on Policy, Ethics, and Generative AI
zhlédnutí 194Před 8 měsíci
Generative AI Coast-to-Coast Webinar Series: A Conversation on Policy, Ethics, and Generative AI
Generative AI Coast-to-Coast Webinar Series: Generative AI in the Lab
zhlédnutí 207Před 8 měsíci
Generative AI Coast-to-Coast Webinar Series: Generative AI in the Lab
MIDAS Ethical AI Forum : AI Policy in US and EU
zhlédnutí 38Před 9 měsíci
MIDAS Ethical AI Forum : AI Policy in US and EU
MIDAS Ethical AI Forum: Academic Lightning Talks - Round 2
zhlédnutí 15Před 9 měsíci
MIDAS Ethical AI Forum: Academic Lightning Talks - Round 2
MIDAS Ethical AI Forum: Evaluation and Values in Machine Learning and NLP
zhlédnutí 102Před 9 měsíci
MIDAS Ethical AI Forum: Evaluation and Values in Machine Learning and NLP
MIDAS Ethical AI Forum: Academic Lightning Talks Round 1
zhlédnutí 32Před 9 měsíci
MIDAS Ethical AI Forum: Academic Lightning Talks Round 1
MIDAS Ethical AI Forum: Opening Remarks with Rocket Companies
zhlédnutí 41Před 9 měsíci
MIDAS Ethical AI Forum: Opening Remarks with Rocket Companies
MIDAS Ethical AI Forum: Panel Discussion on Different Perspectives Academia & Practice (#2)
zhlédnutí 27Před 9 měsíci
MIDAS Ethical AI Forum: Panel Discussion on Different Perspectives Academia & Practice (#2)
Generative AI Coast-to-Coast Webinar Series: Generative AI in Healthcare and Public Health
zhlédnutí 447Před 9 měsíci
Generative AI Coast-to-Coast Webinar Series: Generative AI in Healthcare and Public Health

Komentáře

  • @CuriousKharv
    @CuriousKharv Před 3 dny

    I like the sound

  • @paulcreaser9130
    @paulcreaser9130 Před měsícem

    Excellent introduction

  • @ranjanpal7217
    @ranjanpal7217 Před 2 měsíci

    Amazing insights

  • @ToddAustin
    @ToddAustin Před 2 měsíci

    A request for future recordings - please arrange for one or two handheld microphones for the audience that can be passed around when there are questions. This will make the questions audible on the recordings and add a lot to the value of these sessions. Thank you!

  • @sanawarhussain
    @sanawarhussain Před 2 měsíci

    where could i get the slides for this presentation ?

  • @sanawarhussain
    @sanawarhussain Před 2 měsíci

    profound.......

  • @mladjo007
    @mladjo007 Před 6 měsíci

    I cannot believe that in 2023 we are still in the place where someone is having PPT presentation and video is not zooming on it, but on speaker...

  • @divyam.mp4
    @divyam.mp4 Před 6 měsíci

    A good starting point for someone trying to get started with diffusion models.

  • @stevenmcculloch5727
    @stevenmcculloch5727 Před 6 měsíci

    Too quiet!

  • @sirnate9065
    @sirnate9065 Před 6 měsíci

    I wish I understood what she's talking about

  • @davidevanharris
    @davidevanharris Před 8 měsíci

    Thanks so much MIDAS for hosting, and Rada for the great conversation! You made me realize in particular how critical it is for the US to follow the EU's lead in granting people like you and your teams "vetted researcher" status to evaluate AI systems, and also how that needs to be expanded beyond recommender systems/social media/search to include gen AI platforms. Thank you for your team's great work!

  • @tab3076
    @tab3076 Před rokem

    Please share the slide deck!

  • @adept42
    @adept42 Před rokem

    Interesting talk, but the slides are impossible to see. Do you have a link to them?

  • @mraarone
    @mraarone Před rokem

    This is a phenomenal presentation. I sit across massive scales architectures with knowledge of MLOps platforms and am constantly battling the difficulties that resist enterprise adoption of AI/ML scalable architectures. I’ve got many ideas on how to move forward but I momentarily and adoption slows application before the market and techniques evolve.

  • @zacharyfewkes8869
    @zacharyfewkes8869 Před 2 lety

    Wow! Great, informative talk that really has given me some great insight on how to improve my own EHR study! Thanks to Dr. Hubbard for the stellar presentation.

  • @jeremyclark3843
    @jeremyclark3843 Před 2 lety

    ? P?O?O?m

  • @sedargames8161
    @sedargames8161 Před 2 lety

    Bibliography?

  • @kayanng1467
    @kayanng1467 Před 2 lety

    the video image is too poor, you need to fix it more

  • @nyamwayamunthali9252
    @nyamwayamunthali9252 Před 3 lety

    Thanks for this!

  • @nicholas7266
    @nicholas7266 Před 3 lety

    Hello 💋everyone, very interesting 🔥videos you have thank 👍you very much, good and😍 prosperous to you and your channel.❤️

  • @MotivAgir
    @MotivAgir Před 3 lety

    So actual, so relevant! Thank you! <3

  • @qirongho9933
    @qirongho9933 Před 3 lety

    Link to the CASL project website mentioned in the talk (it got obscured by the zoom speaker window): casl-project.ai

  • @jasondou5596
    @jasondou5596 Před 3 lety

    Is this live? Place to ask questions?

  • @bixbubba
    @bixbubba Před 3 lety

    Great talk. Thanks for sharing it.

  • @edward7555
    @edward7555 Před 4 lety

    Cool content, keep it up. Check followsm . c o m to grow your channel.