WEEK 12: HPC & DOCUMENTATION

High-performance computing and professional reports

December 01, 2025

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Weekly Materials

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Lecture Slides

Professor's main lecture presentation
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TA Practice Slides

Hands-on tutorials and practice exercises

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Lesson Guide

Comprehensive explanations and theory

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Final Project

Focus on your final project

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Code Examples

Example Project Reports
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References & Resources

Project Rules Full project guidelines and requirements

Additional Notes

Week 12: High-Performance Computing & Documentation

Lecture: High-Performance Computing

  • Parallel processing
  • Code optimization techniques
  • Performance profiling

TA Session: Reports & Documentation

  • Professional report structure (8 required sections)
  • Jupyter notebooks as analysis narratives
  • Hyperparameter tuning (GridSearchCV, RandomizedSearchCV)
  • Exporting and reproducibility

Focus This Week

With the final deadline approaching (Jan 11), focus on:

  1. Finishing your project implementation
  2. Writing your ~10 page report
  3. Recording your 10-15 minute video presentation

Resources