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KC's Data & Life Notes

GitHub

Home
Home
Side Projects
Side Projects
- Fraud Detection (Data2ML Ops)
  Fraud Detection (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
  - Others
    Others
    
    What Is Istio?
    
    What Is Knative?
- Retail Lakehouse
  Retail Lakehouse
  - Kafka
    Kafka
    
    Deployment
  - Apache Iceberg
    Apache Iceberg
    
    Spark Quickstart
    Spark Quickstart
    
    Deployment
    
    Getting Started
    
    Integrated Audits Demo
    
    Table Maintenance Spark Procedures
    
    Write-Audit-Publish with Branches in Apache Iceberg
    
    View Support
  - Trino
    Trino
    
    How It Works?
    
    Deployment
    
    Configure OAuth 2.0 Authentication
    
    Faker Connector
- Unified SQL-based Data Pipelines
  Unified SQL-based Data Pipelines
- Trending Content Prediction
  Trending Content Prediction
- LeetCode
  LeetCode
- Restful APIs with Flask
  Restful APIs with Flask
  - Basics
  - Advanced
Learning in Progress
Learning in Progress
- Monthly Recaps
  Monthly Recaps
- Tech Notes
  Tech Notes
  - SQLMesh
    SQLMesh
    
    Comparisons: SQLMesh vs dbt Core
  - dbt
    
    dbt
  - Streaming Processing
    Streaming Processing
    
    Streaming Processing Window Types
  - RisingWave
    
    RisingWave
  - Treasure Data
    
    Treasure Data
  - Hive
    Hive
    
    Hive Architecture
  - Iceberg
    Iceberg
    
    Migrate from Hive to Iceberg
    
    Disaster Recovery with Apache Iceberg
    
    Apache Iceberg Best Practices in AWS
    
    Iceberg Resources
    
    Apache Iceberg in Production: Insights from Netflix in 2023
  - Polaris
    Polaris
    
    Apache Polaris Policy
    
    Apache Polaris Resources
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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