Learning resources

EOur list of learning resources is offering you a fundamental-level and selective picture of the field. You can find thousands of resources online, but we are trying to hand-pick you the most essential and influential pieces of research, training and societal discussion.

Overall presentations and reports

Stanford - One Hundred Year Study on Artificial Intelligence
2016 report
https://ai100.stanford.edu/2016-report

Artificial Intelligence: A Modern Approach (3rd Edition)
Stuart Russell,‎ Peter Norvig
https://www.amazon.com/Artificial-Intelligence-Modern-Approach-3rd/dp/0136042597

The Cambridge Handbook of Artificial Intelligence
http://www.cambridge.org/gb/academic/subjects/philosophy/philosophy-mind-and-language/cambridge-handbook-artificial-intelligence?format=PB#uCBu0mtFhibOGaY6.97

VoteAI
The goal of this VoteAI page is to collect quality articles, papers, blogs, video, and other material that discusses the future impact of artificial intelligence.
https://agi.mit.edu/vote-ai/

Nature: Anticipating artificial intelligence
Why we need AI research beyond the technological research
https://www.nature.com/news/anticipating-artificial-intelligence-1.19825

Understanding AI technology

Machine Learning - Coursera
Andrew Ng
https://www.coursera.org/learn/machine-learning

Fast.ai - Making neural nets uncool again
http://www.fast.ai/

Deep Learning Textbook
Ian Goodfellow and Yoshua Bengio and Aaron Courville
http://www.deeplearningbook.org/

Business and economics

The Future of Employment: How Susceptible Are Jobs to Computerisation?
Carl Benedikt Frey, Michael A. Osborne
https://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf 

Rise of the Robots: Technology and the Threat of a Jobless Future
Martin Ford
https://www.amazon.com/Rise-Robots-Technology-Threat-Jobless/dp/0465097537

Ethics

Concrete problems in AI safety
Dario Amodei, Chris Olah, Jacob Steinhardt, Paul Christiano, John Schulman, Dan Mané
https://arxiv.org/abs/1606.06565

The Ethics of Artificial Intelligence 
Nick Bostrom, Eliezer Yudkowsky
https://nickbostrom.com/ethics/artificial-intelligence.pdf

Research Priorities for Robust and Beneficial Artificial Intelligence
Stuart Russell, Daniel Dewey, Max Tegmark
https://futureoflife.org/data/documents/research_priorities.pdf

Lethal Autonomous Weapons Systems by Stuart Russell
https://people.eecs.berkeley.edu/~russell/research/LAWS.html

Fairness Measures - Datasets and software for detecting algorithmic discrimination
http://fairness-measures.org/

Presentations and slides from our events

Machine Learning 101 - Thinking with ML
Eero Laaksonen, Valohai

Turku AI Society - Discussion, Collaboration, Understanding
Our info slides

Conferences

Conference and Workshop on Neural Information Processing Systems (NIPS) https://nips.cc/
Fairness, Accountability, and Transparencyin Machine Learning (FATML) https://www.fatml.org/
Artificial Intelligence and Statistics (AISTATS) http://www.aistats.org/
Uncertainty in Artificial Intelligence (UAI) http://www.auai.org/
International Joint Conferences on Artificial Intelligence http://www.ijcai.org/

Journals

Artificial Intellingence https://www.journals.elsevier.com/artificial-intelligence
Journal of Artificial Intelligence Research http://www.jair.org/
Artificial Intelligence in Medicine https://www.journals.elsevier.com/artificial-intelligence-in-medicine
International Journal of Artificial Intelligence in Education https://www.iospress.nl/loadtop/load.php?isbn=15604292
Artificial Intelligence and Law https://link.springer.com/journal/10506
Applied Artificial Intelligence - An International Journal http://www.tandfonline.com/loi/uaai20
AI & Society https://link.springer.com/journal/146
Ethics & Information Technology - Special Issue: Ethics and Artificial Intelligence https://link.springer.com/journal/10676/20/1/page/1

AI related courses in University of Turku

Law: Decoding Modern Warfare https://nettiopsu.utu.fi/opas/opintojakso.htm?rid=31092&idx=11&uiLang=fi...
Law: Master's Degree Programme in Law and Information Society https://nettiopsu.utu.fi/opas/tutkintoOhjelma.htm?rid=30397&uiLang=fi&la...
Philosophy: Contemporary Philosophy https://nettiopsu.utu.fi/opas/opetusohjelma/marjapuuro.htm?id=14706
Philosophy: Philosophy and Ethics of Artificial Intelligence https://opas.peppi.utu.fi/en/course/FILY1024/11342
TSE: Information Technology and Ethics https://nettiopsu.utu.fi/opas/tutkintoOhjelma.htm?rid=30397&uiLang=fi&la...