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Educational Materials
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DATE/TIME:
February 15, 2023
DESCRIPTION:
Learn how to use the ATOM Modeling PipeLine with this comprehensive tutorial on GitHub.
DATE/TIME:
May 10, 2022
DESCRIPTION:
Learn how to program in Python to help you in your work, with our series of six workshops for novices.
LENGTH: Six 90-minute workshops
PRESENTER: Pinyi Lu, PhD, Andrew Weisman, PhD, George Zaki, PhD
LEVEL OF DIFFICULTY: Beginner
DATE/TIME:
September 23, 2021
DESCRIPTION:
Learn how to build predictive models from multimodal data using machine learning.
LENGTH: One hour
PRESENTER: George Zaki, PhD, Pinyi Lu, PhD
LEVEL OF DIFFICULTY: Beginner
DATE/TIME:
July 15, 2021
DESCRIPTION:
Learn about machine learning tools to analyze gene expression and regulation.
LENGTH: One hour
PRESENTER: Avantika Lal, PhD
LEVEL OF DIFFICULTY: Beginner
DATE/TIME:
June 15, 2021
DESCRIPTION:
Learn about deep learning applications in bioimaging and digital pathology.
LENGTH: One hour
PRESENTER: Gianluca Pegoraro, PhD , G. Tom Brown, MD, PhD
LEVEL OF DIFFICULTY: Beginner
DATE/TIME:
June 8, 2021
DESCRIPTION:
Learn how to use machine learning for drug discovery and explore using the ATOM Modeling PipeLine (AMPL).
LENGTH: One hour
PRESENTER: Sarangan Ravichandran, PhD, PMP
LEVEL OF DIFFICULTY: Beginner
PROJECT: ATOM
DATE/TIME:
May 25, 2021
DESCRIPTION:
Learn how to build data-driven small molecule property prediction models with AMPL.
DATE/TIME:
January 19, 2021
DESCRIPTION:
Learn about hyperparameter optimization and how you can perform it with minimal effort using the CANDLE open-source software platform on NIH's Biowulf supercomputer.
DATE/TIME:
October 20, 2020
DESCRIPTION:
Learn how to generate and update reports automatically in R.
LENGTH: One hour
PRESENTER: Randall Johnson, PhD
LEVEL OF DIFFICULTY: Beginner
DATE/TIME:
September 22, 2020
DESCRIPTION:
Learn how to develop deep-learning models for tumor/cancer site classification (such as thyroid carcinoma, lung adenocarcinoma).
LENGTH: Two hours
PRESENTER: Sarangan Ravichandran, PhD, PMP
LEVEL OF DIFFICULTY: Beginner
