RedstoneWill/HsuanTienLin_MachineLearning resource

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2775 stars · 840 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of notes, videos, and study materials for Hsuan-Tien Lin's NTU machine learning courses 'Machine Learning Foundations' and 'Machine Learning Techniques'. It organizes all 32 lectures with links to blog write-ups covering theory and classic algorithms.

Use cases

• learn machine learning fundamentals from a structured course
• study SVM, decision trees, and boosting algorithms
• find notes for the Hsuan-Tien Lin Coursera courses
• understand VC dimension and learning theory
• prepare for machine learning interviews with classic algorithms

When to choose

• you want a free, well-organized companion to the NTU machine learning lectures
• you prefer Chinese-language notes and explanations
• you need a structured path from ML theory to classic algorithms

When to avoid

• you need a software library or runnable code
• you want modern deep learning content only
• you need English-language materials exclusively

Facets

learning-resource · maturity maintenance

machine-learning machine-learning tutorials education cross-platform course-notes hsuan-tien-lin ntu chinese-language study-materials

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