Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors Tung Phung, Victor-Alexandru Padurean, José Cambronero, Sumit Gulwani, Tobias Kohn, Rupak Majumdar, Adish Singla, Gustavo
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Programming EducationHigher educationStudent perceptionsAcademic performanceMost students used AI for coding tasks, but few used it weekly, showing no dependency yet.Few students feared plagiarism, suggesting students don't link AI use to it—raising academic concerns.Frequent AI use links to lower ...
Build Python scripts, web applications, and data analysis projects using the power of Generative AI tools, such as ChatGPT and GitHub Copilot Grasp the fundamentals of prompt-engineering for different development situations, enabling you to generate code that meets your requirements. Perform data mani...
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Programming students have a widespread access to powerful Generative AI tools like ChatGPT. While this can help understand the learning material and assist with exercises, educators are voicing more and more concerns about an over-reliance on generated outputs and lack of critical thinking skills. ...
Generative AI can recognize, summarize, translate, predict, and generate text and other forms of content.
- Explain challenges and ethical considerations associated with using Generative AI for programming and options for mitigating them Syllabus Generative AI and Software Development In this module, you will learn how AI impacts software development. Lesson 1 helps you understand how to leverage AI for th...
You might have some understanding of each layer, but you likely specialize in the application development layer, with a focus on a specific programming language and platform, like available APIs, tooling, and patterns.The same is true for the field of AI. You can understand and appreciate the...
A new McKinsey study shows that software developers can complete tasks up to twice as fast with generative AI. Four actions can help maximize productivity.