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KC's Data & Life Notes
Modeling Features
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KC's Data & Life Notes
GitHub
Home
Home
About Me
About Me
Work Experience
Work Experience
Data Engineer, UST Global
Data Engineer, TVBS Media Inc.
ML Researcher, NinoX
Industry Analyst Intern, ITRI
Education
Education
Big Data Engineering Trainee, III
M.B.A., NCCU
B.S. Psychology, CCU
Public Speakings
Public Speakings
Side Projects
Side Projects
Data2ML Ops
Data2ML Ops
Prerequisites
dbt
dbt
What, Why, When
How It Works?
In the Bigger Picture
Modeling Data
Feast
Feast
What, Why, When
How It Works?
In the Bigger Picture
Modeling Features
Deploy Feast on Kubernetes
MinIO
MinIO
What, Why, When
Deploy MinIO on Kubernetes
MLflow
MLflow
What, Why, When
How It Works?
In the Bigger Picture
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 Using Kserve InferenceService
Others
Others
MLServer
Optuna introduction
Knative
Istio
Cert Manager
Grpc introduction
Rest vs grpc
2020 Dcard DE Intern
2020 Dcard DE Intern
Exploratory Data Analysis (EDA)
Feature Engineering
Results and Discussion
Resampling
匯入相關套件
Cross Cloud Unified Sql Data Pipelines
SQL-based RAG Application
Data Mesh
Data Mesh
Organization
Restful APIs with Flask
Restful APIs with Flask
Basics
Advanced
Learning Plans
Learning Plans
2025
Blog
Blog
Archive
Tags
Modeling Features
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