國立清華大學開放式課程OpenCourseWare(NTHU, OCW) - lecture 8: K-means Clustering

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Title

lecture 8: K-means Clustering

第1節

L8A

第2節

L8B

Syllabus

章節大綱

L08_A
Problem Definition
Objective Function
Task 1: How to Find Assignment in A?
Task 2: How to Find Centers in C?
Algorithm
Stopping Criteria
Properties of K-means Clustering

L08_B
K-means Snapshots
Demo of K-means Clustering
Application: Image Compression
Example: Image Compression

作業說明

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clustering-kmeans.pptx

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Design automation (ⅠⅠ) ing
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Signals and Systems
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2022 Introduction to Programming 2
2020 Introduction to Programming 2
Computer Programming 2〡Seminar with Assistant Professor Jim Chun-hong
Computer Programming 1 - Yuan Shengyang Teaching Assistant Seminar
Electronics〡Offered in English
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Introduction to Data Structure
Advanced Transport Phenomena
Stochastic Processes
Two-Phase Flow〡Offered in English
Control System I
Logic Design
Linear Algebra
Introduction to Crystal Structure and Diffraction Theories
Computer Aided Machine Design & Drawing
Analysis and synthesis of digital audio signals
Operating Systems
Engineering Drawing
Electron Microscopy I
Computer Architecture
Introduction to Computer Networks
Discrete Mathematics
Thermodynamics
Introduction to Quantum Physics
Introduction to Programming (I)
2018Moocs 〡 Analysis and synthesis of digital audio signals
Bible and Life
Introduction to Database Systems
Cloud Computing
Electromagnetism〡Offered in English
Circuits and Electronics
Digital Logic Design
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Engineering Mathematics I
Data Structures
Digital Logic Design
Engineering Mathematics
Web Programming, Technologies, and Applications
Introduction to Programming (I)
Deep Learning
Parallel Programming
Control System II
Ultrafast Optics〡Offered in English
Computer Aided Machine Design & Drawing
Diffusion and Phase Transformation
Kinetic Process of Materials
Engineering Drawing
Advanced Discrete Structure
Operating Systems
Micro System Design
Production Planning and Control
Introduction to Programming II
Introduction to Programming (I)
Control System I
Electron Microscopy I
Analysis and synthesis of digital audio signals
Discrete Mathematics
System Simulation
Electrical Machinery (I)
Computer Vision for Visual Effects
Engineering Mathematics II
Fundamental of Logistics
Introduction to Communication
Introduction to Crystal Structure and Diffraction Theories
Thermodynamics of Materials I
Introduction to Optoelectronic Engineering
Physical Properities of Materials
Nuclear Safety
Thermodynamics of Materials II
Linear Algebra
Electromagnetics
Intorduction to Embedded Systems
Heat Transfer
Computer Architecture
Applied Mechanics (II)
Principles of Nuclear Engineering
Applied Mechanics (I)
Energy Nuclear Power and Radiation
Introduction to Quantum Physics
Fluid Dynamics
Introduction to Computer Networks
Local Area Networks
Material Mechanics
Electric Circuits

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