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Course Outline
Introduction to AI/ML in Workflow Automation for Government
- Overview of AI-driven automation for government workflows
- Understanding AI/ML models tailored for government use
- Introduction to Make’s API and automation capabilities for government applications
Connecting AI/ML APIs to Make for Government
- Utilizing AI/ML services (OpenAI, Google Cloud AI, Hugging Face) for government projects
- Making API calls to AI models for automated government processes
- Handling API authentication and security in a government context
Sentiment Analysis and Text Processing for Government
- Extracting insights from public feedback and communications
- Using NLP models for text classification in government documents
- Automating response generation based on sentiment analysis in government services
Predictive Modeling and Decision Automation for Government
- Utilizing ML models for predictive analytics in government operations
- Automating decision-making processes based on AI predictions in government workflows
- Integrating forecasting models into government workflows for enhanced efficiency
Automating Image and Video Processing for Government
- Using AI for image recognition and classification in government applications
- Applying object detection in automation for government surveillance and security
- Automating content moderation and tagging for government communications
Optimizing AI-Driven Automation Workflows for Government
- Handling errors and improving reliability in government workflows
- Scaling AI integrations in Make for government projects
- Monitoring and maintaining AI-driven workflows to ensure compliance and efficiency
Testing and Debugging AI Integrations for Government
- Using Postman for API testing in government applications
- Debugging AI/ML model responses in a government context
- Ensuring accuracy and consistency in automation for government services
Summary and Next Steps for Government
- Key takeaways from the course for government professionals
- Resources for further learning in AI/ML for government use
- Q&A session and closing remarks for government participants
Requirements
- Experience utilizing Make for workflow automation in a public sector environment
- Understanding of APIs and webhooks for government applications
- Fundamental knowledge of artificial intelligence and machine learning concepts and models for government use
Audience
- AI/ML engineers for government projects
- Data scientists in the public sector
- Technology innovators focused on government solutions
14 Hours
Testimonials (1)
There were many practical exercises supervised and assisted by the trainer
