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To Be a Programmer

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To Be a Programmer

To be a Programmer(Craftsman)
How to think like a programmer
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Finance
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Holistic fitness
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    Memory perspective
    
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    Range
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    Std
    
    std::alloc
    
    std::borrow
    
    std::boxed
    
    RefCell
    
    std::cmp
    
    std::collections
    
    std::default
    
    std::intrinsics
    
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    std::string
    
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  - Tools
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    cargo
    
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    playground
    
    Ratatui
- Typescript
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Leedcode
Leedcode
Machine learning
Machine learning
- ML for Quant
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  Models
  - What is a Algorithm
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  - 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
  Optimization
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- Theory
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- Tools
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Os
Os
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- Two's Complement
Topics
Topics
- OpenCart
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- Algorithm
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- Blockchain
  Blockchain
  - Blockchain Concepts
- Database
  Database
  - postgres
  - OLTP vs OLAP
  - Sqlite
  - TigerBeetle: financial transactions database for OLTP
  - Postgres
    Postgres
    
    aerich
    
    Tortoise
- How to learn
  How to learn
- Mathmatics
  Mathmatics
- Methodology
  Methodology
- Network
  Network
  - HTTPie
  - Error
- System
  System
- Tools
  Tools

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