Course Outline

Introduction to DeepSeek Coder

  • Overview of AI-assisted coding for government
  • 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 for government use
  • Integrating DeepSeek Coder with an Integrated Development Environment (IDE) for government projects
  • Understanding API keys and authentication processes for secure access

Generating Code with DeepSeek Coder

  • Utilizing AI prompts effectively to generate code for government applications
  • Creating complete functions and scripts using DeepSeek Coder
  • Best practices for reviewing and validating AI-generated code in a government context

Debugging and Code Optimization

  • Leveraging DeepSeek Coder for debugging government applications
  • Addressing common programming errors with AI assistance for enhanced reliability
  • Refactoring and optimizing AI-generated code to meet government standards

Automating Repetitive Tasks

  • Automating code documentation using AI for efficient project management in government
  • Generating test cases and unit tests to ensure robustness of government software
  • Utilizing AI to assist in thorough code reviews for government projects

Advanced Prompting Techniques

  • Fine-tuning prompts to achieve optimal results in government coding tasks
  • Chaining prompts to handle complex tasks efficiently in a government setting
  • Managing limitations and biases in AI-generated code for government applications

Integrating DeepSeek Coder into Development Workflows

  • Incorporating AI-powered coding into team collaboration for government projects
  • Implementing AI-assisted coding in real-world government initiatives
  • Addressing security and ethical considerations of AI-assisted development in a government context

Summary and Next Steps

Requirements

  • A solid understanding of programming fundamentals
  • Experience with at least one programming language (e.g., Python, JavaScript, Java, C++)
  • Basic knowledge of APIs and their interaction with software applications

Audience

  • Programmers seeking to explore AI-assisted coding for government
  • Developers interested in automating coding tasks using AI technologies
  • Software engineers who aim to integrate AI-powered tools into their workflows
 14 Hours

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