Please enable JavaScript.
Coggle requires JavaScript to display documents.
機器學習訓練步驟, 1st: Data Driven Probelm Define, Data Team, Model Training…
機器學習訓練步驟
Select target function
Trained Model
Feature Importance
Model Predict
Predict Value
Model Evaluate on Validation Data
Model Tuning/ Hyper Params. adjustment
Model Inference
Ensemble Learning
Model Pruning
Model Compressing
Model Deploy
Edge AI
Cloud Platform
Model Management
Model Inference Port API
Cloud AI
AI Engineer Team
Select Algorithom Set
1st: Data Driven Probelm Define
2nd Collect Raw data
Data Team
Start: Data analysis
Data Cleaning/ Validation
Data Labeling
Feature Engineering
Prepared Data
Train Valid Split
Training Data
Validation Data
K-fold Cross Validation
AI Engineer/Scientist team
Data Storage
Data Continue monitoring
Data Engineer team
Define Evaluate metric
Define baseline
Model Training Process 21-1021