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Knowledge Base Resources

These resources are contributed by researchers, facilitators, engineers, and HPC admins. Please upvote resources you find useful!
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Topics

  • data-analysis (3)
  • ai (2)
  • big-data (2)
  • documentation (2)
  • training (2)
  • data-reproducibility (1)
  • data-wrangling (1)
  • deep-learning (1)
  • hpc-operations (1)
  • machine-learning (1)
  • programming (1)
  • programming-best-practices (1)
  • pytorch (1)
  • scikit-learn (1)
  • sql (1)
  • workflow (1)
  • workforce-development (1)

Topics

  • data-analysis (3)
  • ai (2)
  • big-data (2)
  • documentation (2)
  • training (2)
  • data-reproducibility (1)
  • data-wrangling (1)
  • deep-learning (1)
  • hpc-operations (1)
  • machine-learning (1)
  • programming (1)
  • programming-best-practices (1)
  • pytorch (1)
  • scikit-learn (1)
  • sql (1)
  • workflow (1)
  • workforce-development (1)

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Introduction to Python for Digital Humanities and Computational Research
1
  • Introduction to Python book
This documentation contains introductory material on Python Programming for Digital Humanities and Computational Research. This can be a go-to material for a beginner trying to learn Python programming and for anyone wanting a Python refresher.
aibig-datadata-analysisdeep-learningdata-sciencepython
1 Like

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Type
documentation
Level
Beginner
Python Tools for Data Science
0
  • Python Tools for Data Science
Python has become a very popular programming language and software ecosystem for work in Data Science, integrating support for data access, data processing, modeling, machine learning, and visualization. In this webinar, we will describe some of the key Python packages that have been developed to support that work, and highlight some of their capabilities. This webinar will also serve as an introduction and overview of topics addressed in two Cornell Virtual Workshop tutorials, available at https://cvw.cac.cornell.edu/pydatasci1 and https://cvw.cac.cornell.edu/pydatasci2
aimachine-learningbig-datadata-analysisdata-wranglingdata-sciencetrainingworkforce-developmentpythonscikit-learnsql
0 Likes

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Type
video_link
Level
Intermediate
Python Data and Viz Training (CCEP Program)
0
5 Days of recordings of Python data analysis and visualization training.
data-sciencepython
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Type
learning
Level
Beginner, Intermediate
Optimizing Research Workflows - A Documentation of Snakemake
0
  • https://snakemake.readthedocs.io/en/stable/
Snakemake is a powerful and versatile workflow management system that simplifies the creation, execution, and management of data analysis pipelines. It uses a user-friendly, Python-based language to define workflows, making it particularly valuable for automating and reproducibly managing complex computational tasks in research and data analysis.
documentationdata-analysisdata-reproducibilityworkflowbioinformaticsdata-sciencepython
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Type
documentation
Level
Intermediate, Advanced
HPCwire
0
  • HPCwire
HPCwire is a prominent news and information source for the HPC community. Their website offers articles, analysis, and reports on HPC technologies, applications, and industry trends.
documentationpytorchdata-sciencebioinformaticshpc-operationstrainingprogrammingprogramming-best-practicespython
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Type
website
Level
Beginner, Intermediate, Advanced