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