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LinkedIn Learning

Transform Your Programming with AI Coding Tools

via LinkedIn Learning Path

Overview

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Generating code with AI tools seems like a dream for programmers, but using code generation effectively requires you to carefully match your needs with the capabilities and approaches of these tools. Learn how to match programming projects with the right tools, and explore how far these tools can go with challenging tasks like testing and refactoring.
  • Analyze where you will find the greatest gains.
  • Plan your tools and processes around generative capabilities.
  • Practice using a variety of different tools.

Syllabus

Courses under this program:
Course 1: Build with AI: Beyond Pair Programming with AI
-Use AI coding assistants to accelerate software development with rapid code generation, iterative experimentation, test-driven development, and automated refactoring.

Course 2: Using AI in the Design to Full-Stack Development Life Cycle
-Learn how to leverage AI tools throughout the full stack web development process while building a full stack web application.

Course 3: Refactoring with GitHub Copilot
-Copilot can create code, but it can also help you improve, clean up, and remove existing code.

Course 4: ChatGPT and SQL
-This beginner-friendly course helps you leverage SQL and ChatGPT together to work more efficiently and make smarter, data-driven decisions.

Course 5: Software Testing Assistance with GitHub Copilot AI
-Learn how to use GitHub Copilot to generate automated tests from existing code, as well as generate new code after writing tests.

Course 6: Responsible GitHub Copilot: Creating Reliable Code Ethically
-Learn how to use GitHub Copilot to optimize not only speed and ease, but also the code and the more human side.

Course 7: Delivering and Analyzing a Software Pilot: GitHub Copilot
-Learn how to plan, execute, and evaluate a successful software pilot, using GitHub Copilot as an example, to build a compelling business case for full deployment.

Taught by

Morten Rand-Hendriksen, Dakota Fabro, Gary Kovar, Maven Analytics, Rob Bos and Mike Smith

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