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

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