Introduction to DeepSeek Training Course
DeepSeek is an LLM (large-language-model) AI platform that provides services similar to products like ChatGPT.
This instructor-led, live training (online or onsite) is designed for government participants at the beginner level who wish to understand DeepSeek's architecture and usage.
By the end of this training, participants will be able to:
- Comprehend the fundamental concepts of AI and LLMs.
- Examine DeepSeek's architecture and its various applications.
- Apply foundational AI principles to practical scenarios relevant for government operations.
- Gain insights into ethical considerations in AI development for government use.
Format of the Course
- Interactive lectures and discussions.
- Extensive exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline
Introduction to Artificial Intelligence
- Overview of AI: History and Evolution
- Leading AI Platforms: OpenAI ChatGPT, Google Gemini, Microsoft Copilot, etc.
DeepSeek Overview
- What is DeepSeek? Key Features and Capabilities
- DeepSeek's Architecture and Components
- Applications of DeepSeek in Various Industries for Government and Private Sectors
AI Concepts
- Data Preprocessing and Feature Engineering
- Model Training and Evaluation
DeepSeek Use Cases
- Text Generation and Summarization
- Sentiment Analysis and Classification
- Real-World Examples of DeepSeek in Action for Government Applications
Ethical AI and Responsible Use
- Understanding Bias in AI Models
- Ethical Considerations in AI Development for Government and Public Sector
- Best Practices for Responsible AI Use in Governance and Accountability
Hands-on Exercises
- Exploring DeepSeek's Interface and Tools for Government Users
- Building a Simple AI Model Using DeepSeek for Government Projects
- Analyzing and Interpreting Model Outputs for Government Applications
Future Trends
- Emerging Trends in AI for Government and Industry
- DeepSeek's Role in the Future of AI for Government Initiatives
- Opportunities for Further Learning and Specialization in AI for Government Professionals
Summary and Next Steps
Requirements
- An understanding of fundamental computer operations
- No previous experience with artificial intelligence required
Audience
- IT professionals interested in learning about artificial intelligence for government use
- Business professionals exploring AI applications for government
Runs with a minimum of 4 + people. For 1-to-1 or private group training, request a quote.
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