Learning & reference for intermediate learners
139 resources · page 5 of 5
Second RIBA AI Report shows surge in usage among UK architects
by Royal Institute of British Architects (RIBA)
RIBA news release on its second AI report, showing rising AI use among UK architects.
Russell & Norvig AIMA
by Stuart Russell and Peter Norvig
Author site for Russell and Norvig's Artificial Intelligence: A Modern Approach, with code, exercises and resources.
Stanford CS229
Stanford CS229 Machine Learning course site with lecture notes on learning algorithms and statistical foundations.
Stanford CS25 Transformers United V6
Stanford CS25 Transformers United V6 seminar site with talks by researchers on transformer research.
The Convergence of AI and Creativity: Introducing Ghostwriter (Ubisoft)
by Ubisoft
Ubisoft post introducing Ghostwriter, an in-house AI tool that drafts NPC dialogue barks for writers.
UK Government AI Playbook
by Government Digital Service (UK Government)
AI Playbook for the UK Government: principles and guidance for civil servants on using AI safely, including procurement.
UNESCO guidance for generative AI in education and research
by UNESCO
UNESCO guidance on generative AI in education and research for governments and institutions.
Why Do Multi-Agent LLM Systems Fail?
by Mert Cemri et al. (UC Berkeley)
arXiv paper (2025) analysing why multi-agent LLM systems fail, with a taxonomy of 14 failure modes.
Wikipedia: Large language model
by Wikipedia (Wikimedia Foundation)
Wikipedia article on large language models: definition, history, architecture, training and limitations.
Yandex ML Handbook (Учебник по машинному обучению)
Yandex School of Data Analysis machine learning handbook in Russian, from classical algorithms to deep learning theory, with maths and code.
YSDA NLP course
by Yandex School of Data Analysis
YSDA nlp_course GitHub repo: natural-language-processing course from Yandex School of Data Analysis with lectures and notebooks.