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AI enabled query management system for a school - Coggle Diagram
AI enabled query management system for a school
Problem
Reasons for the problem
Where the problem happens
Defining the problem
Data
Data gathering
Identifying data sources
Extracting relevant data
Cleaning and Preparing Data:
To make sure data is in a usable format for analysis
Categorising data
Model
NPL Algorithm and Model Selection
Sentiment Analysis
Topic Modeling
Named Entity Recognition (NER)
Word Embeddings
Part-of-Speech (POS) Tagging
Text Classification
Stemming and Lemmatization
Sequence-to-Sequence Models
Tokenization
Attention Mechanisms
Model Evaluation
Data Collection and Preparation
Develop Routing Models
Develop Response Models
Integration and Deployment
Testing and Validation
Monitoring and Maintenance
Deployment of model
Monitoring and Maintenance
Testing
User Interface
Infrastructure Setup
Feedback and Iteration
Security and Compliance
Integration
Model Tuning
Evaluation
User Feedback
Error Analysis
Performance Metrics
Iteration
Feature Engineering
Redeployment
Update Training Data
Continuous Monitoring
Model Tuning