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Research Resource Collection HCI + AI |
Thanks for the below research courses that give me more in-depth understanding in the human computer interaction and intelligence research fields:
[Introduction to Human-Computer Interaction] (https://www.lri.fr/~mbl/ENS/FONDIHM/2012/)
[Reinventing Interactive Systems] (https://www.lri.fr/~mbl/Stanford/CS477/)
[Advanced Methods for Human Computer Interaction] (https://www.ugrad.cs.ubc.ca/~cs444/schedule.html)
[Human Computer Interaction] (http://cs.brown.edu/courses/csci2951-l/)
[Design of Useful and Usable Interactive Systems] (http://sp16.cs179.org/)
[Intelligent User Interfaces - DFKI] (http://www.dfki.de/~sonntag/courses/WS13/IUI.html)
[Pen-based User Interfaces] (http://www.cs.ucf.edu/courses/cap6105/fall2015/)
[Analytics-driven Game Design] (http://www.cs.cornell.edu/courses/CS4154/2015fa/index.php)
[Educational Technology] (https://canvas.instructure.com/courses/913023)
[Practical Statistical for HCI] (https://depts.washington.edu/aimgroup/proj/ps4hci/)
[Statistical Methods for HCI Research] (http://yatani.jp/teaching/doku.php?id=hcistats:start)
[Statistical Methods in Brain and Cognitve Science] (http://ocw.mit.edu/courses/brain-and-cognitive-sciences/9-07-statistical-methods-in-brain-and-cognitive-science-spring-2004/lecture-notes/)
[Analysis of Variance and Design of Experiments] (https://onlinecourses.science.psu.edu/stat502/)
[Measurement & Evaluation of HCC Systems] (http://www.usabart.nl/eval/)
[Quantitative data analysis] (http://www.psych-it.com.au/Psychlopedia/article.asp?id=90)
[Statistical Calculation] (http://statpages.info/)
[Natural Language Processing] (http://www.cs.columbia.edu/~cs4705/)
[Decision Making Under Uncertainty] (http://www.cs.toronto.edu/~cebly/2534/CourseMaterial.html)
[Neural Network and Deep Learning] (http://neuralnetworksanddeeplearning.com/)
[Probabilistic Graphical Model] (https://class.coursera.org/pgm-2012-002/wiki/view?page=LectureSlides)
[Machine Learning by Yaser S. Abu-Mostafa] (http://work.caltech.edu/library/)
[Machine Learning by Andrew Ng] (https://class.coursera.org/ml-003/lecture)
[Compute-Aided Reasoning for Software] (http://courses.cs.washington.edu/courses/cse507/14au/index.html)
[Computational Cognitive Science] (http://health.adelaide.edu.au/psychology/ccs/docs/ccs-class/previous.html)