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Machine Learning 2025
首頁
ML News
Alpha Go
Artificial Intelligence
Machine Learning Chip
ML for Image Recognition
AI in Taiwan
ML Cheet Sheet and Glossary
Syllabus
Homework
Exercise
EX1
EX2
EX3
EX4
Programming
P1
P2
P3
P4
P5
P6
P7
P8
P9
Project
Project option 1
Project option 2
Project option 3
Project option 4
Student's Works
About
Textbook & Reference
Previous Courses
Online ML Course
Supplement
Implementation
Machine Learning 2025
首頁
ML News
Alpha Go
Artificial Intelligence
Machine Learning Chip
ML for Image Recognition
AI in Taiwan
ML Cheet Sheet and Glossary
Syllabus
Homework
Exercise
EX1
EX2
EX3
EX4
Programming
P1
P2
P3
P4
P5
P6
P7
P8
P9
Project
Project option 1
Project option 2
Project option 3
Project option 4
Student's Works
About
Textbook & Reference
Previous Courses
Online ML Course
Supplement
Implementation
More
首頁
ML News
Alpha Go
Artificial Intelligence
Machine Learning Chip
ML for Image Recognition
AI in Taiwan
ML Cheet Sheet and Glossary
Syllabus
Homework
Exercise
EX1
EX2
EX3
EX4
Programming
P1
P2
P3
P4
P5
P6
P7
P8
P9
Project
Project option 1
Project option 2
Project option 3
Project option 4
Student's Works
About
Textbook & Reference
Previous Courses
Online ML Course
Supplement
Implementation
Homework
Exercises
EX1: Create a web site for your homework
EX2
,
EX3
,
EX4
: Python Programming
Programmings
P1: Scikit-Learn
P2: Trees and Forests
P3: kNN (k-Nearest Neighbor)
P4: SVM (Support Vector Machine)
P5: Linear Regression
P6: Logistic Regression
P7: Clustering
P8: PyTorch and Neural Networks
P9: Learning of Neural Networks
Project
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