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Course Outline
Introduction to GitHub Copilot for Government
- Overview of AI-assisted coding for government
- Features and benefits of GitHub Copilot for government use
- Setting up Copilot for Python development in government environments
Writing Python Code with Copilot for Government
- Generating code snippets and functions to support public sector projects
- Enhancing code readability and style to meet government standards
- Using Copilot for standard Python libraries to streamline development processes
Debugging and Troubleshooting with Copilot for Government
- Identifying and resolving errors using Copilot in a public sector context
- Integrating Copilot into debugging workflows for government applications
- Best practices for reliable debugging to ensure accountability and transparency
Automating Repetitive Tasks with Copilot for Government
- Creating scripts for common tasks to improve efficiency in public sector operations
- Reducing boilerplate code to enhance productivity for government developers
- Increasing efficiency with Copilot-driven automation to support government workflows
Machine Learning with Copilot for Government
- Using Copilot for data preprocessing and visualization in public sector projects
- Implementing machine learning algorithms to address government challenges
- Creating pipelines for model training and evaluation to drive evidence-based decision-making
Advanced Techniques and Best Practices with Copilot for Government
- Customizing Copilot for specific government workflows and use cases
- Combining Copilot with version control and collaboration tools to enhance project management
- Ethical considerations and limitations of AI-assisted coding in the public sector
Summary and Next Steps for Government
Requirements
- Basic understanding of Python programming
- Familiarity with an integrated development environment (IDE), such as Visual Studio Code
Audience
- Python developers for government
14 Hours
Testimonials (1)
Lecturer's knowledge in advanced usage of copilot & Sufficient and efficient practical session