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To Be a Programmer

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To Be a Programmer

To be a Programmer(Craftsman)
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    Memory Perspective
    
    Range
  - Std
    Std
    
    std::alloc
    
    std::borrow
    
    std::boxed
    
    RefCell
    
    std::cmp
    
    std::collections
    
    std::default
    
    std::intrinsics
    
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    Criterion
    
    playground
    
    Ratatui
Leedcode
Leedcode
Machine learning
Machine learning
- ML for Quant
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  - What is a Algorithm
  - Backtracking
  - Binary Search
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  - Decision Tree
  - GMM(Gaussian Mixture Model)
  - GBDT(Gradient Boosting Decision Tree)
  - Greedy Algorithm
  - LSTM
  - LightGBM(Light Gradient-Boosting Machine) official web wiki code
  - Recursion
  - TSNE
  - Technique vs algorithm
  - Activation function
    Activation function
    
    ReLU(Rectified Linear Unit)
    
    Tanh(Hyperbolic Tangent)
  - Dynamic programming
    Dynamic programming
    
    Dynamic Programming
    
    Divide and conquer
    
    Kadane's Algorithm
    
    Knapsack
  - Graph
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    Graph Concept
    
    Depth-first Search
    
    Flood Fill
    
    Floyd's Cycle-Finding Algorithm
    
    Graph Type
    
    Topological Sort
    
    Union Find
  - Loss function
    Loss function
    
    Loss Function()
    
    MAE
    
    MAPE
    
    MSE(Mean Square Error)
  - Optimizer
    Optimizer
    
    AdaGrad
    
    Adam(Adaptive Moment Estimation)
    
    Optimizer
    
    Momentum
    
    RMSProp(Root Mean Square Propagation)
    
    SGD(Stochastic Gradient Descent)
- Optimization
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Os
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Topics
Topics
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  - OLTP vs OLAP
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  - TigerBeetle: financial transactions database for OLTP
  - Postgres
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    aerich
    
    Tortoise
- How to learn
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