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

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