How do you get the hands on experience in machine learning?
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02 May 2019 30 Citations | User experience (UX) research and design involvement in the creation of machine learning (ML) models help ML research scientists to more effectively identify human needs that ML models will fulfill. |
469 Citations | Based on this experience, we suggest that machine learning methods may play an important role in future personal software assistants. |
12 Aug 2008 61 Citations | Reflecting on this personal experience, I draw lessons learned and argue that more research should be performed in that direction as machine learning has the potential to significantly help in addressing some of the long-standing software testing problems. |
45 Citations | It begins by arguing that it is important to teach machine learning to creative practitioners and to conduct research about this teaching, drawing on related work in creative machine learning, creative computing education, and machine learning education. |
13 Aug 2017 | We believe that the lessons learned from this experience will be useful to practitioners tackling a wide range of applied machine learning problems. |
We argue that the modern machine learning algorithms, although impressive in terms of their performance, do not necessarily shed enough light on human learning. | |
01 Jan 2014 14 Citations | Resistance to adopting machine-learning algorithms in clinical practice may be due to a perception that these are “black-box” techniques and incompatible with decision-making based on evidence and clinical experience. |