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Course Outline

Introduction to DeepSeek Coder

  • Overview of AI-assisted coding.
  • Introduction to DeepSeek Coder and its features.
  • Comparison with other AI coding assistants (e.g., GitHub Copilot, CodeWhisperer).

Setting Up DeepSeek Coder

  • Installing and configuring the DeepSeek Coder API.
  • Integrating DeepSeek Coder with an IDE.
  • Understanding API keys and authentication.

Generating Code with DeepSeek Coder

  • Using AI prompts effectively for code generation.
  • Generating complete functions and scripts.
  • Best practices for reviewing AI-generated code.

Debugging and Code Optimization

  • Using DeepSeek Coder for debugging.
  • Fixing common programming errors with AI assistance.
  • Refactoring and optimizing AI-generated code.

Automating Repetitive Tasks

  • Automating code documentation with AI.
  • Generating test cases and unit tests.
  • Using AI to assist in code reviews.

Advanced Prompting Techniques

  • Fine-tuning prompts for better results.
  • Chaining prompts for complex tasks.
  • Handling limitations and biases in AI-generated code.

Integrating DeepSeek Coder into Development Workflows

  • Using AI-powered coding in team collaboration.
  • Implementing AI-assisted coding in real-world projects.
  • Security and ethical considerations of AI-assisted development.

Summary and Next Steps

Requirements

  • Fundamental understanding of programming concepts.
  • Proficiency in at least one programming language (e.g., Python, JavaScript, Java, C++).
  • Basic knowledge of APIs and their interaction with software.

Audience

  • Programmers interested in exploring AI-assisted coding.
  • Developers keen on automating coding tasks with AI.
  • Software engineers aiming to integrate AI tools into their workflow.
 14 Hours

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