University of Wisconsinโ€“Madison

Tag: machine learning

Nobel-Winning AlphaFold2 and RosettaFold: Cracking the Protein Folding Mystery

Summary “Explore how David Baker, Demis Hassabis, and John Jumper won the 2024 Nobel Prize in Chemistry for their advances in computer-assisted protein design.” Video: How AI Cracked the Protein Folding Code and Won a Nobel Prize This 22min19 video provides a very good explanation of the origins of the research in protein structure, from …

POSE: build, manipulate, mutate, L, D, protein molecular structures

Summary Pose is a Python library for building and manipulating protein molecular structures. Builds with L- and D- amino acids or a mixture; can open existing PDB structures. Computes many molecular properties. Pose Library Pose is a Python library for building and manipulating protein molecular structures. From an amino acid sequence the user can create …

Foundational concepts to understand AI: free online curricula

Summary Alignment Course is an online curriculum that provides materials in a useful order to learn fundamentals. The Governance Course offers similar material at the beginning, but then moves towards governance (regulations etc.). Within the first “SESSION” both offer a video insight titled: How ChatGPT Works Technically. Wisconsin AI Safety Initiative Founded in Spring 2023, the …

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Becoming a Data Scientist If you are interested to become a data scientist, the following free resources and books would be very helpful. Free books using R These and other books aan be accessed for free on bookdown.org (Note: bookdown is the software used to edit them.) Free books on using Python Free books on …

R and Python workshops โ€“ Fall 2022

Summary Check the Calendar listing for data analysis workshops links and registration forms. Below are workshop dates for SSCC, Madison chapter of Software Carpentry, and Steenbock Library series. Social Science Computing Cooperative (SSCC) The table below shows only the R and Python courses. See complete listing at https://sscc.wisc.edu/sscc_jsp/training/  Title Date Time Instructor Introduction to Python …

w3schools code tutorials

w3schools: Learn to Code On the w3schools site I was surprised to find a lot more than informational tutorial for Web coding such as CSS or PHP.  The site offers a large number of well organized,  self-paced tutorials on a much larger scale. Coding languages Here are a few that I find particularly useful to …

AlphaFold – How to interpret structures

3D Protein structure prediction (4) This YouTube video from the European Bioinformatics Institute – EMBL-EBI webinar was recorded on 08 September 2021 This webinar will introduce AlphaFold system for prediction and interpretation of protein structures. This webinar is designed for experimental biologists who wish to understand the strengths and limitations of AlphaFold and use the …