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Course Outline
Introduction to Large Language Models (LLMs)
- Definition and significance of LLMs in artificial intelligence for government applications
- Historical development and evolution of language models in the public sector
- Overview of popular LLMs utilized in industry and government contexts
Overview of DeepSeek LLM
- Introduction to DeepSeek and its commitment to open-source principles for government use
- Key features and capabilities of the DeepSeek LLM, tailored for government workflows
- Overview of the DeepSeek-R1 and DeepSeek-V3 models, highlighting their unique functionalities for government applications
Setting Up and Accessing DeepSeek LLM
- Guidelines for accessing DeepSeek LLM and its models online, ensuring compliance with government standards
- Navigating the user interface and available resources to support government operations
- Overview of support and community forums for government users
Practical Applications of DeepSeek LLM
- Utilizing DeepSeek LLM for text generation and summarization in government communications
- Implementing language translation and sentiment analysis for government reports and feedback
- Exploring business use cases: customer service, content creation, and data analysis for government agencies
Hands-On Exercises
- Exploring DeepSeek-R1 for text analysis and automation in government documents
- Using DeepSeek-V3 for natural language understanding tasks in government reports
- Building a basic chatbot or text summarizer using DeepSeek models for government services
Ethical Considerations and Best Practices
- Understanding the ethical implications of using AI models in government operations
- Ensuring data privacy and compliance with regulations for government use
- Adopting best practices for responsible AI usage in government contexts
Future Trends and Developments
- Emerging trends in AI and language model development for government applications
- The role of open-source models like DeepSeek-R1 and DeepSeek-V3 in advancing government AI initiatives
- Opportunities for further learning and professional growth in AI for government professionals
Summary and Next Steps
Requirements
- Fundamental knowledge of artificial intelligence and machine learning principles
- No previous experience with DeepSeek LLM is required
Audience
- Tech enthusiasts interested in advancements in artificial intelligence for government and other sectors
- Business professionals aiming to grasp the applications of AI models across various industries
14 Hours
