Course Outline

Introduction to DeepSeek Coder

  • Overview of AI-assisted coding for government applications
  • Introduction to DeepSeek Coder and its features, tailored for government use
  • Comparison with other AI coding assistants (e.g., GitHub Copilot, CodeWhisperer) in the context of public sector operations

Setting Up DeepSeek Coder

  • Installing and configuring the DeepSeek Coder API for government systems
  • Integrating DeepSeek Coder with an integrated development environment (IDE) used in public sector projects
  • Understanding API keys and authentication processes for secure use in government environments

Generating Code with DeepSeek Coder

  • Using AI prompts effectively to generate code that meets government standards
  • Generating complete functions and scripts for government projects
  • Best practices for reviewing and validating AI-generated code in a public sector context

Debugging and Code Optimization

  • Utilizing DeepSeek Coder to identify and resolve bugs in government applications
  • Fixing common programming errors with AI assistance for enhanced reliability in public sector software
  • Refactoring and optimizing AI-generated code to improve performance and efficiency in government systems

Automating Repetitive Tasks

  • Automating the generation of code documentation with AI for improved governance and accountability
  • Generating test cases and unit tests to ensure robustness in government software development
  • Using AI to assist in thorough and efficient code reviews for government projects

Advanced Prompting Techniques

  • Fine-tuning prompts to achieve optimal results in government-specific tasks
  • Chaining multiple prompts to handle complex programming challenges in public sector applications
  • Addressing limitations and biases in AI-generated code to ensure fairness and accuracy in government systems

Integrating DeepSeek Coder into Development Workflows

  • Leveraging AI-powered coding for enhanced team collaboration in government projects
  • Implementing AI-assisted coding practices in real-world government initiatives
  • Considering security and ethical implications of AI-assisted development in the public sector

Summary and Next Steps

Requirements

  • An understanding of programming fundamentals for government applications.
  • Experience with at least one programming language (e.g., Python, JavaScript, Java, C++).
  • Basic knowledge of APIs and their interactions with software systems.

Audience

  • Programmers looking to explore AI-assisted coding for government projects.
  • Developers interested in automating coding tasks with AI in public sector environments.
  • Software engineers who want to integrate AI-powered tools into their workflow for government initiatives.
 14 Hours

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