Introduction to DeepSeek LLM Training Course

Introduction to Large Language Models (LLMs)

• Definition and significance of LLMs in artificial intelligence (AI)
• Historical development and evolution of language models
• Overview of prominent LLMs in the industry

Overview of DeepSeek LLM

• Introduction to DeepSeek and its commitment to open-source principles
• Key features and capabilities of the DeepSeek LLM
• Detailed overview of the DeepSeek-R1 and DeepSeek-V3 models, including their distinctive functionalities

Setting Up and Accessing DeepSeek LLM

• Guidelines for accessing DeepSeek LLM and its models online, for government use
• Navigating the user interface and available resources, for government users
• Overview of support and community forums for government professionals

Practical Applications of DeepSeek LLM

• Utilizing DeepSeek LLM for text generation and summarization in government operations
• Implementing language translation and sentiment analysis for government applications
• 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 projects
• Using DeepSeek-V3 for natural language understanding tasks, for government initiatives
• Building a basic chatbot or text summarizer using DeepSeek models, for government use

Ethical Considerations and Best Practices

• Understanding the ethical implications of using AI models in government contexts
• Ensuring data privacy and compliance with regulations, for government entities
• Adopting best practices for responsible AI usage in government operations

Future Trends and Developments

• Emerging trends in AI and language model development, relevant to government agencies
• The role of open-source models like DeepSeek-R1 and DeepSeek-V3 in the future of AI for government use
• Opportunities for further learning and professional growth for government professionals

Summary and Next Steps