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Modern NLP
Data Visualization
Large-Scale Data Science
Theory of Computation
  • Modern NLP
  • Data Visualization
  • Large-Scale Data Science
  • Theory of Computation
  • Archived

    • Machine Learning
    • Algorithm II
    • Graph Theory
Tech Notes
Modern NLP
Data Visualization
Large-Scale Data Science
Theory of Computation
  • Modern NLP
  • Data Visualization
  • Large-Scale Data Science
  • Theory of Computation
  • Archived

    • Machine Learning
    • Algorithm II
    • Graph Theory
Tech Notes
  • Machine Learning

    • Machine Learning Notes
    • Regression
    • Linear Regression 线性回归
    • Loss functions 损失函数
    • Exams

Exams

相关信息

EPFL CS-433 Machine Learning Exam Materials

Final Exams

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  • 2024: Exam | Solution
  • 2023: Exam | Solution
  • 2022: Exam | Solution
  • 2021: Exam | Solution
  • 2020: Exam | Solution
  • 2019: Exam | Solution
  • 2018: Exam | Solution
  • 2017: Exam | Solution
  • 2016: Exam | Solution

Mock Midterm Exams

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  • 2018: Exam | Solution
  • 2017: Exam | Solution
  • 2015: Exam | Solution
  • 2014: Exam | Solution

Cheatsheets

PDF Downloads
  • ML Cheatsheet 1
  • ML Cheatsheet 2
  • ML Cheatsheet Arthur
最近更新: 2026/2/25 10:29
Contributors: Zhixiang Dai
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Loss functions 损失函数