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Duration 14 hours
Course Outline
Introduction to DeepSeek Coder
- Overview of AI-assisted coding for government
- Introduction to DeepSeek Coder and its features for government
- Comparison with other AI coding assistants (e.g., GitHub Copilot, CodeWhisperer)
Setting Up DeepSeek Coder
- Installing and configuring DeepSeek Coder API
- Integrating DeepSeek Coder with an IDE
- Understanding API keys and authentication for government systems
Generating Code with DeepSeek Coder
- Using AI prompts effectively for code generation for government projects
- Generating complete functions and scripts
- Best practices for reviewing AI-generated code for government compliance
Debugging and Code Optimization
- Using DeepSeek Coder for debugging
- Fixing common programming errors with AI assistance for government applications
- Refactoring and optimizing AI-generated code
Automating Repetitive Tasks
- Automating code documentation with AI for government records
- Generating test cases and unit tests for government software
- Using AI to assist in code reviews for government standards
Advanced Prompting Techniques
- Fine-tuning prompts for better results for government use cases
- Chaining prompts for complex tasks for government workflows
- Handling limitations and biases in AI-generated code for government integrity
Integrating DeepSeek Coder into Development Workflows
- Using AI-powered coding in team collaboration for government teams
- Implementing AI-assisted coding in real-world projects for government deployment
- Security and ethical considerations of AI-assisted development for government compliance
Summary and Next Steps
Requirements
- An understanding of programming fundamentals for government software development
- Experience with at least one programming language (e.g., Python, JavaScript, Java, C++) for government applications
- Basic knowledge of APIs and how they interact with software for government systems
Audience
- Programmers looking to explore AI-assisted coding for government tasks
- Developers interested in automating coding tasks with AI for government operations
- Software engineers who want to integrate AI-powered tools into their workflow for government projects
Testimonials (1)
That i gained a knowledge regarding streamlit library from python and for sure i'll try to use it to improve applications in my team which are made in R shiny