AI PROJECT CYCLE BASICS
Project Cycle Stage 1 Problem Scoping Stage 2 Data Acquisition
3rd Stage Data Exploration 4th Modelling 5th Evaluation
4Ws of Problem Scoping Statement Template Project Stakeholder
Data Sources in AI Visualization Tools Learning-Based Approach
Rule-Based Approach Training Set Testing Set
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Model Development
Model Training
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Feature Engineering
Hyperparameter Tuning
Cross-Validation
Performance Metrics
Interpretability
Ethical AI
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Validation and Testing
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