Introduction to DeepSeek

• An understanding of basic computer operations
• No prior experience with AI

Audience

• IT professionals curious about AI
• Business professionals exploring AI applications

DeepSeek is an LLM (large-language-model) AI platform that provides a service similar to products like ChatGPT.

This instructor-led, live training (online or onsite) is aimed at beginner-level participants who wish to understand DeepSeek's architecture and usage.

By the end of this training, participants will be able to:

• Understand the basic concepts of AI and LLMs.
• Explore DeepSeek's architecture and its use cases.
• Apply foundational AI concepts to real-world scenarios.
• Gain insights into ethical considerations in AI development.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• To request a customized training for this course, please contact us to arrange.

Introduction to Artificial Intelligence

• What is AI? History and evolution
• 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

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

Ethical AI and Responsible Use

• Understanding bias in AI models
• Ethical considerations in AI development
• Best practices for responsible AI use

Hands-on Exercises

• Exploring DeepSeek's interface and tools
• Building a simple AI model using DeepSeek
• Analyzing and interpreting model outputs

Future Trends

• Emerging trends
• DeepSeek's role in the future of AI
• Opportunities for further learning and specialization

Summary and Next Steps