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 for 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
  • Increasing efficiency with Copilot-driven automation

Machine Learning with Copilot

  • Using Copilot for data preprocessing and visualization
  • Implementing machine learning algorithms
  • Creating pipelines for model training and evaluation

Advanced Techniques and Best Practices

  • Customizing 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) like Visual Studio Code

Audience

  • Python developers
 14 Hours

Custom Corporate Training

Training solutions designed exclusively for businesses.

  • Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
  • Flexible Schedule: Dates and times adapted to your team's agenda.
  • Format: Online (live), In-company (at your offices), or Hybrid.
Investment

Price per private group, online live training, starting from 3200 € + VAT*

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