Course Outline

Introduction to Large Language Models (LLMs)

  • Definition and significance of LLMs in AI
  • Historical development and evolution of language models
  • Overview of popular LLMs in the industry

Overview of DeepSeek LLM

  • Introduction to DeepSeek and its open-source philosophy
  • Key features and capabilities of DeepSeek LLM
  • Overview of DeepSeek-R1 and DeepSeek-V3 models and their unique functionalities

Setting Up and Accessing DeepSeek LLM

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

Practical Applications of DeepSeek LLM

  • Utilizing DeepSeek LLM for text generation and summarization
  • Implementing language translation and sentiment analysis
  • Exploring business use cases: customer service, content creation, and data analysis

Hands-On Exercises

  • Exploring DeepSeek-R1 for text analysis and automation
  • Using DeepSeek-V3 for natural language understanding tasks
  • Building a basic chatbot or text summarizer using DeepSeek models

Ethical Considerations and Best Practices

  • Understanding the ethical implications of using AI models
  • Ensuring data privacy and compliance with regulations
  • Adopting best practices for responsible AI usage

Future Trends and Developments

  • Emerging trends in AI and language model development
  • The role of open-source models like DeepSeek-R1 and DeepSeek-V3 in AI's future
  • Opportunities for further learning and professional growth

Summary and Next Steps

Requirements

  • Basic understanding of AI and machine learning concepts
  • No prior experience with DeepSeek LLM is necessary

Audience

  • General tech enthusiasts interested in AI advancements
  • Business professionals seeking to understand the applications of AI models in various industries
 14 Hours

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