GitHub Articles

What is Unsupervised Learning?
Unsupervised learning finds patterns in unlabeled data, making sense of complex datasets.

What is open source AI?
Open source AI offers more control, clarity, and room to build the way you want.

AI in Software Development
Learn how AI supports every stage of software development and why it’s a powerful coding partner for developers.

AI Code Reviews
Code quality and security are paramount in software development, which is why code reviews are such an important step in the development lifecycle. This step can be be time-consuming and tedious—until now.

What is Natural language processing (NLP)?
Learn what natural language processing (NLP) is and why it's becoming an indispensable technology for developers.

What is Agentic AI?
Discover how agentic AI helps software development teams increase productivity and focus on more strategic tasks.

Machine Learning (ML) in Software Development
Discover how machine learning (ML) is used in software development to optimize workflows and improve user experiences. Gain insights from real-world examples, learn how developers are integrating ML models into existing pipelines, and explore the future potential of ML in software development.

What is AI code generation?
AI code generation uses machine learning models to write code from input that describes what the code should do, and the models provide context-based code suggestions along the way. AI generated code isn’t always perfect, but it often gives developers a suitable starting point for writing code quickly and efficiently.

AI coding tools for beginner and expert coders
How beginner and expert coders use AI coding tools to code faster and ship great software.

What is retrieval-augmented generation (RAG)?
AI often struggles with knowledge gaps and factual errors. Learn how retrieval-augmented generation (RAG) helps solve this.