He-Zhe Lin

My current interest is machine learning theory. I follow politics in Taiwan very closely at leisure time.
(My Jogging Record)

Past Experience

  • Director, Student Association of Computer Science and Information Engineering Department, August 2020-- July 2021
  • *心得待補*
  • Teaching Assistant, Calculus 3, NTU, Spring 2021
  • Course website
  • Teaching Assistant, Calculus 1 and 2, NTU, Fall 2020 [Student Evaluation: 4.5, 4.61 / 5.0]
  • Course website
  • Lecturer, Basic Python Programming, NTU CSIE Camp, July 2020.
  • lecture slides
  • Teaching Assistant, Calculus 1 and 2, NTU, Summer 2020
  • Teaching Assistant, Data Structure and Algorithm, NTU, Spring 2020
  • Lecturer, Basic Linux & Work Station Tutorial, NTU CSIE Foresight Camp, October 2019
  • lecture_slides

    Taken Course

    109-2

    (Current)
  • CSIE
  • Computer Network Laboratory
    2 credits
  • CSIE
  • Web Retrieval and Mining
    3 credits
  • CSIE
  • Introduction to Secure Coding
    1 credits
  • EE
  • Machine Learning
    4 credits
  • MATH
  • Introduction to Cryptography
    3 credits
  • CSIE
  • Operating Systems
    audit (really?)
    NTU COOL
  • CSIE
  • Prediction, Learning and Games
    audit (really?)
    NTU COOL
  • MATH
  • Introduction to Probability
    audit (really?)
    Notes

    109-1

  • CSIE
  • Optimization Algorithms
    3 credits
    Course Website
  • CSIE
  • Computer Networking
    3 credits
  • CSIE
  • Automata and Formal Languages
    3 credits
  • CSIE
  • Compiler Design
    3 credits
    A simple compiler for C--
  • MATH
  • Abstract Algebra
    5 credits

    108-2

  • MATH
  • Introduction to Analysis (II)
    5 credits
  • CSIE
  • Machine Learning Techniques
    2 credits
    Course Website My Repository
  • CSIE
  • Probability
    3 credits
  • CSIE
  • Operating System
    3 credits
  • TwLit
  • Selected Japanese Modern Novels
    3 credits

    108-1

  • MATH
  • Introduction to Analysis (I)
    5 credits
  • CSIE
  • Machine Learning Foundations
    2 credits
    Course Website
  • CSIE
  • Linear Algebra
    3 credits
  • CSIE
  • Algorithm Design and Analysis
    3 credits
  • CSIE
  • System Programming
    3 credits
    Lecture Notes

    107-2

  • CSIE
  • Data Structure and Algorithms
    3 credits
  • CSIE
  • Network Administration and System Administration (Lab)
    3 credits
  • CSIE
  • Game Theory
    3 credits
  • MATH
  • Calculus (general Mathematics) (a)(2)
    4 credits
  • PHYS
  • General Physics (a)(2)
    3 credits
  • CHIN
  • Ci Poetry of Su Shi
    3 credits
  • FL
  • Medicine and Literature
    3 credits
  • FL
  • Advanced English (Ⅱ)
    1 credit

    107-1

  • CSIE
  • Introduction to Computer Programming
    3 credits
    Solution for Exercises
  • CSIE
  • Introduction to Computer
    3 credits
  • CSIE
  • Beauty of Math
    2 credits
  • MATH
  • Calculus (general Mathematics) (a)(1)
    4 credits
  • PHYS
  • General Physics (a)(1)
    3 credits
  • CHIN
  • College Chinese(Ⅰ)
    3 credits

    Notes

  • Linear Algebra
  • Exercises of Quotient Spaces in Friedburg's book
  • Online Learning
  • Notes: L star bounds

    Last modified: .