Machine learning & Artificial intelligence
A range of high-quality resources for Electronic Engineering and Computer Science are available on the web. For subject specific resources look at these guides:
Machine Learning
- International conference on Machine Learning (ICML): Yearly conference. An archive of many seminars and talks from previous conferences is available.
- Kaggle: Developed from a machine learning competition platform to be much more. Offers datasets and coding examples, and also free training opportunities.
- Machine Learning - IBM: Provides a great introduction to machine learning and how a company like IBM is using it.
- Machine Learning - an overview: Useful definitions and introductions of machine learning from academic texts delivered Science Direct.
- Papers with code: Curated self-archived papers around primarily machine learning with the coding attached.
- Python Machine Learning: Freely available tutorials about machine learning in Python.
- TensorFlow: A free open-sourced machine learning framework and platform, developed by Google Brain. The site offers access to an active developer community and tutorials to get started.
- UCI Machine Learning Repository: Makes 622 data sets available to support the research around machine learning algorithms.
Artificial intelligence
- QMUL Library AI resource: An introduction to AI, what it can do, and how you can use it constructively and ethically to support your learning and research.
- Emerj: AI Research and Advisory company which offers other companies with best practice and use cases of AI in business. Some of these case studies are available freely on their website.
- Fast.ai: Deep learning Python language library. A free course is available for beginners.
- Google AI: Learn about Google’s own research group around artificial intelligence.
- IBM Developer - Artificial Intelligence: IBM's work around AI, gives access to datasets, open projects, blog, podcasts and other material.
- KDnuggets: Blog, articles and free datasets and other useful links is made available.
- OpenAI: Business concentrating on developing AI technology, and their website gives access to the code of some of their openai projects.
- AI research at Alan Turing Institute: Research programme on Artificial Intelligence at Alan Turing Institute
- The Caltech Science Exchange: Overview of AI and Machine learning including glossary
- European Commision Living guidelines: Living guidelines on the responsible use of generative AI in research
- The Journal of Artificial Intelligence Research: JAIR is published by AI Access Foundation, a nonprofit public charity whose purpose is to facilitate the dissemination of scientific results in artificial intelligence.
- The One Hundred Year Study of Artificial Intelligence (AI100): a longitudinal study to study and anticipate how the effects of artificial intelligence will ripple through every aspect of how people work, live and play.
- The Media Lab at MIT AI research: Interdisciplinary research lab working to invent the future of Artificial Intelligence.