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Course Outline

Introduction to GitHub Copilot

  • Overview of AI-assisted coding
  • Features and benefits of GitHub Copilot
  • Setting up Copilot for Python development

Writing Python Code with Copilot

  • Generating code snippets and functions
  • Enhancing code readability and style
  • Using Copilot with standard Python libraries

Debugging and Troubleshooting

  • Identifying and resolving errors using Copilot
  • Integrating Copilot into debugging workflows
  • Best practices for reliable debugging

Automating Repetitive Tasks

  • Creating scripts for common tasks
  • Reducing boilerplate code
  • Boosting efficiency with Copilot-driven automation

Machine Learning with Copilot

  • Using Copilot for data preprocessing and visualisation
  • Implementing machine learning algorithms
  • Building pipelines for model training and evaluation

Advanced Techniques and Best Practices

  • Customising Copilot for specific workflows
  • Combining Copilot with version control and collaboration tools
  • Ethical considerations and limitations of AI-assisted coding

Summary and Next Steps

Requirements

  • Basic knowledge of Python programming
  • Familiarity with an integrated development environment (IDE) such as Visual Studio Code

Audience

  • Python developers
 14 Hours

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