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Course Outline
Introduction to Google Vertex AI for Government
- Overview of Google Vertex AI and its capabilities for government agencies
- Key features and benefits for AI model development in the public sector
- Understanding the Vertex AI workflow aligned with government processes
Setting Up Google Vertex AI for Government
- Creating a Google Cloud account and configuring Vertex AI to meet government requirements
- Configuring the environment and managing resources in compliance with public sector standards
- Exploring Vertex AI's interface and tools designed for government use
Developing AI Models with Vertex AI for Government
- Data preparation and preprocessing techniques tailored for government datasets
- Training custom AI models using Vertex AI to address specific public sector needs
- Evaluating model performance and accuracy in a government context
Deploying and Managing AI Models for Government
- Deployment strategies for AI models on Google Cloud Platform, ensuring alignment with government operations
- Monitoring and maintaining deployed models to meet public sector standards
- Scaling AI solutions to meet the dynamic demands of government agencies
Advanced Features and Optimization for Government
- Utilizing Vertex AI's advanced tools and services for enhanced government applications
- Optimizing model performance for specific use cases in the public sector
- Implementing best practices for model development and deployment in a government environment
Real-World Applications and Case Studies for Government
- Exploring use cases of Vertex AI in various government agencies and departments
- Case studies of successful AI implementations in the public sector
- Discussion on challenges and lessons learned from government projects
Summary and Next Steps for Government
Requirements
- Fundamental knowledge of artificial intelligence and machine learning principles for government applications
- Proficiency in programming languages, with Python being the preferred choice for government use
- Practical experience with cloud platforms, particularly Google Cloud Platform, to support government initiatives
Audience
- Software developers for government projects
- Data scientists in the public sector
- Technology professionals supporting government agencies
14 Hours
Testimonials (1)
Overall, the training was very informative, the trainer provided different use case scenario and exercises so we can be familiarized with the Vertex AI application.
