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Machine Learning Foundations and Techniques 機器學習基石與技法（Instructor: Hsuan-Tien Lin 林軒田, 2020）

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assignments machine-learning national-taiwan-university ntu python pytorch

assignments-machine-learning-foundations-and-techniques-ntu-2020's Introduction

Machine Learning Foundations/Techniques, Fall 2020

※ 作業的答案僅供參考 ※

Course Information

  • Instructor: Prof. Hsuan-Tien Lin, National Taiwan University
  • Time: Tuesdays 10:20 to 12:10; Fridays 10:20 to 12:10
  • Room: NTU Lecture Hall, Multi-Purpose Classroom Building with syncronized live lecture in NTU CSIE Building, R103 if too many people are in the room
  • Textbook: Learning from Data, by Yaser Abu-Mostafa, Malik Magdon-Ismail and Hsuan-Tien Lin

Course Description

Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the data observed. This course introduces the basics of learning theories, the design and analysis of learning algorithms, and some applications of machine learning.

Course Website

https://www.csie.ntu.edu.tw/~htlin/course/ml20fall/index.php

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