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KC's Data & Life Notes

Home
Home
Side Projects
Side Projects
- Data2ML Ops
  Data2ML Ops
  - Prerequisites
  - dbt
    dbt
    
    Modeling Data
  - Feast
    Feast
    
    Modeling Features
    
    Deploy Feast on Kubernetes
  - MinIO
    MinIO
    
    Deploy MinIO on Kubernetes
  - MLflow
    MLflow
    
    Deploy MLflow on Kubernetes
    
    Track Hyperparameter Optimization with Optuna and MLflow
  - Ray
    Ray
    
    What, Why, When
    
    How It Works?
    
    In the Bigger Picture
    
    Deploy Ray Cluster on Kubernetes Using KubeRay
    
    Integrate Ray Tune with Optuna, Imblearn, MLflow and MinIO
    
    Submit a Ray Tune Job to Your Ray Cluster
  - KServe
    KServe
    
    What, Why, When
    
    How It Works?
    
    In the Bigger Picture
    
    Install Kserve in Serverless Mode
    
    Deploy Your Model on Kubernetes
    
    Move Feature Retrieval to KServe Transformer
    
    Write a Custom KServe Transformer with Feast Integration
    
    Deploy Your Model on Kubernetes with Feast Transformer
- Trending Content Prediction
  Trending Content Prediction
- LeetCode
  LeetCode
- SQL-based RAG Application
- Restful APIs with Flask
  Restful APIs with Flask
  - Basics
  - Advanced
Learning in Progress
Learning in Progress
- June 2025
- May 2025
Blog
Blog
- Archive
  Archive
  - 2025
- Categories
  Categories
  - CI/CD
  - Data
  - MkDocs
Tags
About Me
About Me
- Work Experience
  Work Experience
- Public Speakings
  Public Speakings

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