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Course Outline

Overview of DeepSeek Coder

  • Fundamentals of artificial intelligence-supported software development
  • Description of DeepSeek Coder capabilities and functionality
  • Comparative analysis with alternative AI coding tools (e.g., GitHub Copilot, CodeWhisperer)

Configuration of DeepSeek Coder

  • Installation and setup of the DeepSeek Coder API interface
  • Integration of DeepSeek Coder with integrated development environments (IDEs)
  • Management of API credentials and authentication protocols

Code Generation Using DeepSeek Coder

  • Optimizing AI prompts to enhance code output quality
  • Creation of complete functions and script files
  • Governance guidelines for reviewing AI-generated code for accuracy and security

Debugging and Code Optimization

  • Leveraging DeepSeek Coder for error identification
  • Resolution of common programming defects with AI support
  • Refactoring and performance enhancement of AI-assisted code modules

Automation of Routine Development Tasks

  • Automated generation of technical documentation
  • Creation of test cases and unit testing frameworks
  • Utilization of AI resources to support peer code reviews for government systems

Advanced Prompting Methodologies

  • Precision tuning of input prompts to improve output reliability
  • Sequential prompt chaining for complex operational requirements
  • Mitigation of inherent limitations and biases in AI-generated content

Integration into Development Workflows

  • Facilitation of collaborative coding practices through AI tools
  • Deployment of AI-assisted development processes in operational projects
  • Evaluation of security implications and ethical standards for AI-assisted software engineering

Summary and Future Actions

Requirements

  • Competence in core programming principles
  • Proficiency in at least one programming language, such as Python, JavaScript, Java, or C++
  • Familiarity with Application Programming Interfaces (APIs) and their role in software interaction

Audience

  • Coders seeking to leverage AI-assisted development practices
  • Engineers interested in utilizing artificial intelligence to automate coding processes
  • Software professionals aiming to incorporate AI-driven tools into their operational workflows for government initiatives
 14 Hours

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