NAIC Main Courses

NAIC Course Contents:

• NAIC Interface Tutorial
• NAIC Infrastructure and Tools
• Data Wrangling & Machine Learning for Interdisciplinary Users
  • Data Wrangling
    • Data Understanding and Knowledge Discovery Process
    • Data Collection (Data Gathering)
    • Data Inspection and Cleaning
    • Data Transformation
    • Data Analysis
  • Machine Learning
    • Supervised Machine Learning: Regression and Classification
    • Unsupervised Learning, Recommenders, Reinforcement Learning
    • Advanced Learning Algorithms
• Domain specific Data Mining Courses or Workshops
  • Training Activities
    • Completed Trainings
      • 1. Oslo Bioinformatics Workshop Week (December 2023) - UiO
      • 2. Northern Lights Deep Learning Conference (January 2024)
      • 3. The Nordic e-Infrastructure Collaboration (NeIC) Training (May 2024)
      • 4. LUMI Performance Analysis and Optimization Workshop (June 2024)
      • 5. Lecture on HPC Resources for IN5490 (September 26, 2024)
      • 6. Building AI Skills with NAIC at NLDL Winter School (2025)
      • 7. HPC ParaView - Digital Scholarship Days 2025
      • 8. Fundamentals of Accelerated Computing with CUDA C/C++, March, 2025
      • 9. An Introduction to the Tsetlin Machine - UiA
      • 10. LUMI Hackathon Event
  • Contribution and Collaboration