Learning & Resources
Practical AISL learning, training, tutorials, public resources, and selected starting points for teaching, experimentation, and project work.
AISL uses practical AI and developer tooling in teaching, learning, experimentation, prototyping, and skills development. This section brings together public AISL resources, training material, tutorials, and selected learning-oriented starting points rather than duplicating complete vendor documentation.
AISL resources
The following resources are publicly available and can be used independently of access to AISL applications:
AISL website — research, projects, teaching, and community information
AISL on GitHub — public repositories and project resources
AISL on Hugging Face — public models, datasets, and artifacts when available
Reading Is All You Need — curated AISL reading collection
Training and tutorials
Training Apertus — practical Apertus 1.5 SFT workflow covering the Kaggle training notebook, the text-focused checkpoint, baseline evaluation, current tooling status, and scaling to larger compute
AI-assisted Software Development (AI-SDLC) — canonical method documentation for disciplined software development with AI coding agents, including lifecycle phases, repository artefacts and getting started guidance
Additional tutorials and notebooks will be added here over time.
Developer and notebook resources
GitHub Education for Students — GitHub Pro, Copilot Student, Codespaces, and Student Developer Pack benefits
JetBrains for Students — professional IDEs, educational licenses, and JetBrains AI Free
AI Coding Assistants — free and open-source coding tools and current free tiers
Notebook Services — free and education-oriented browser notebook platforms
External Tools and Services — broader external infrastructure and toolstack overview