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Course Outline
Introduction to Multimodal AI for Government
- Overview of DeepSeek’s multimodal capabilities for government applications
- Understanding cross-modal learning and its applications in the public sector
- Challenges and advantages of implementing multimodal AI for government operations
Text Processing with DeepSeek for Government
- Advanced text generation and analysis techniques for government use
- Fine-tuning DeepSeek for developing text-based AI models in public sector workflows
- Sentiment analysis and natural language understanding for enhancing government communications
Image Analysis with DeepSeek for Government
- DeepSeek Vision for image recognition and analysis to support government operations
- Generating and enhancing images using AI for government applications
- Combining image and text processing for AI-driven solutions in the public sector
Audio Processing with DeepSeek for Government
- Utilizing DeepSeek for speech recognition and synthesis to improve government services
- Advanced audio feature extraction and processing techniques for government use
- Integrating voice AI with text and image models to enhance public sector applications
Building Cross-Modal AI Applications for Government
- Combining text, image, and audio in a single AI workflow for government operations
- Developing multimodal AI chatbots and assistants to support public sector services
- Case studies of multimodal AI applications across various government agencies
Optimizing and Fine-Tuning Multimodal AI Models for Government
- Performance optimization techniques for multimodal AI in government settings
- Strategies to reduce latency and improve inference efficiency in public sector applications
- Deploying multimodal AI applications at scale within government agencies
Future of Multimodal AI and DeepSeek for Government
- Emerging trends in cross-modal AI applications for the public sector
- DeepSeek’s roadmap for advancing multimodal AI capabilities for government use
- Opportunities for innovation in multimodal AI to enhance government services and operations
Summary and Next Steps
Requirements
- Fundamental understanding of machine learning and deep learning principles
- Practical experience with Python programming and AI frameworks
- Knowledge of text, image, or audio processing techniques
Audience
- AI researchers focusing on the development of multimodal AI applications for government and industry
- Developers integrating DeepSeek for advanced AI use cases in public sector projects
- Data scientists engaged in cross-modal learning initiatives for government and research institutions
14 Hours
