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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
- Setting Up Copilot for Python Development in Government Environments
Writing Python Code with Copilot for Government
- Generating Code Snippets and Functions Using Copilot
- Enhancing Code Readability and Style with Copilot
- Leveraging Copilot for Standard Python Libraries in Government Projects
Debugging and Troubleshooting with Copilot for Government
- Identifying and Resolving Errors Using Copilot
- Integrating Copilot into Debugging Workflows for Government Applications
- Best Practices for Reliable Debugging in Government Projects
Automating Repetitive Tasks with Copilot for Government
- Creating Scripts for Common Government Tasks
- Reducing Boilerplate Code in Government Applications
- Increasing Efficiency with Copilot-Driven Automation in Government Workflows
Machine Learning with Copilot for Government
- Using Copilot for Data Preprocessing and Visualization in Government Projects
- Implementing Machine Learning Algorithms for Government Applications
- Creating Pipelines for Model Training and Evaluation in Government Contexts
Advanced Techniques and Best Practices with Copilot for Government
- Customizing Copilot for Specific Government Workflows
- Combining Copilot with Version Control and Collaboration Tools for Government Teams
- Ethical Considerations and Limitations of AI-Assisted Coding in Government Operations
Summary and Next Steps for Government Users
Requirements
- Basic understanding of Python programming
- Familiarity with an integrated development environment (IDE), such as Visual Studio Code
Audience
- Python developers for government and other public sector roles
14 Hours
Testimonials (1)
Lecturer's knowledge in advanced usage of copilot & Sufficient and efficient practical session