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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
Testimonials (1)
Lecturer's knowledge in advanced usage of copilot & Sufficient and efficient practical session