Skill: Generative AI

Ability to leverage AI tools to augment and enhance traditional software development processes.

Learning resources

• Responsible AI Risk Register - Institute for Research Software

Tools

• AWS SageMaker
• Azure AI
• ChatGPT
• GitHub Copilot
• Google Cloud for AI
• Google Gemini
• Gradio
• Hugging Face Transformers
• LangChain
• Microsoft Copilot
• OpenAI
• PyTorch
• PyTorch GAN
• Streamlit
• TensorFlow-GAN

Methodologies

• Diffusers
• Generative adversarial network (GAN)
• Prompt engineering