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Course Outline

Introduction to AI Coding Assistants

  • Defining AI coding assistants.
  • The history and evolution of AI in software development.
  • Benefits and limitations of AI coding assistants.

Core Technologies Behind AI Coding Assistants

  • Overview of machine learning and natural language processing.
  • Introduction to code generation algorithms.
  • Integration of AI with development tools.

Exploring Popular AI Coding Assistant Tools

  • Overview of tools like GitHub Copilot, IntelliCode.
  • Hands-on sessions with basic features.
  • Comparative analysis of different tools.

Basic Workflow Integration

  • Setting up an AI coding assistant in an IDE.
  • Using AI assistants for simple coding tasks.
  • Customizing the assistant for specific needs.

Ethical Considerations and Responsible Use

  • Understanding bias and fairness in AI tools.
  • Basic guidelines for responsible use.
  • Privacy and security concerns.

Project Work

  • Applying an AI coding assistant to a small project.
  • Peer review and feedback.
  • Discussion on project improvements and lessons learned.

Summary and Next Steps

Requirements

  • Fundamental understanding of software development principles
  • Prior experience with at least one programming language (e.g., Python, JavaScript)

Target Audience

  • Software developers
  • Product managers
  • Technical team leads
 14 Hours

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