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Michael Qiu's Blog

gitmichaelqiu.github.io

Home
Home
- About
- My Projects
- Some Websites
- Utilities
  Utilities
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Algorithms
Algorithms
- GCD & LCM
- Prime
  Prime
  - Euler Sieve
- Search
  Search
  - A*
- Shortest Path
  Shortest Path
- Sort
  Sort
  - Sort Overview
- Quick Pow
Data Structures
Data Structures
- Binary Heap
- Disjoint Set Union
- Segment Tree
- Sparse Table
- Stack
- Tree
  Tree
  - Binary Tree Traversals
OI Tips
OI Tips
Academic Notes
Academic Notes
- Calculus
  Calculus
- Chinese
  Chinese
  - 初中
    初中
    
    初中地理总结
  - 高中
    高中
    
    集合
Curricula
Curricula
- AI For Beginners
  AI For Beginners
  - Overview
  - Lesson 1
  - Lesson 2
  - Lesson 3
    Lesson 3
    
    Intro
    
    Perceptron
    
    Own Framework
    
    Frameworks
  - Lesson 4
  - Lesson 5
  - Lesson 6
    Lesson 6
    
    Genetic Algorithms
    
    Deep RL
    
    Multi-Agent Systems
  - Lesson 7
  - Lesson X
- Generative AI for Beginners
  Generative AI for Beginners
  - Overview
  - Lesson 1
  - Lesson 2
  - Lesson 3
  - Lesson 4
  - Lesson 5
  - Lesson 6
  - Lesson 7
  - Lesson 8
  - Lesson 9
  - Lesson 10
  - Lesson 11
  - Lesson 12
  - Lesson 13
  - Lesson 14
  - Lesson 15
  - Lesson 16
  - Lesson 17
  - Lesson 18
  - Lesson 19
  - Lesson 20
  - Lesson 21
- ML for Beginners
  ML for Beginners
  - Overview
  - Lesson 1
    Lesson 1
    
    Introduction
    
    Intro to ML
    
    History of ML
    
    Fairness
    
    Techniques of ML
  - Lesson 2
    Lesson 2
    
    Regression
    
    Tools
    
    Data
    
    Linear
    
    Logistic
  - Lesson 3
  - Lesson 4
    Lesson 4
    
    Classification
    
    Introduction
    
    Classifiers 1
    
    Classifiers 2
    
    Applied
  - Lesson 5
    Lesson 5
    
    Clustering
    
    Visualize
    
    K Means
  - Lesson 6
    Lesson 6
    
    NLP
    
    Introduction to NLP
    
    Tasks
    
    Translation Sentiment
    
    Hotel Reviews 1
    
    Hotel Reviews 2
  - Lesson 7
    Lesson 7
    
    Time Series
    
    Introduction
    
    ARIMA
    
    SVR
  - Lesson 8
    Lesson 8
    
    Reinforcement
    
    Q-Learning
    
    Gym
  - Lesson 9
    Lesson 9
    
    Real World
    
    Applications
    
    Debugging ML Models
Blog
Blog
- Index
- Archive
  Archive
  - 2024
- Categories
  Categories
  - Ai

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