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Beyond the headlines: How to make the best of machine learning models in the wild
Published on Dec 03, 201965 Views
Machine learning has achieved unprecedented results in a variety of application areas. Medical science has always been an area of high importance for AI applications due to its high social potential i
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Chapter list
Beyond the headlines: How to make the best of machine learning models in the wild00:00
Machine Learning00:28
Type-2 Diabetes Mellitus Prediction01:44
Collaborative Autoencoders06:09
SSVEP prediction from Dry EEG09:12
Using Variable Naturale Environment11:06
Network Intrusion Detection - 114:14
UNSW-NB15 attack categories14:26
Network Intrusion Detection - 215:45
Network Intrusion Detection - 315:47
Network Intrusion Detection - 417:45
Dead Fish vs Human Brain19:47
Hidden Stratification Problem22:00
Hidden Stratification Causes27:40
Dermatologist - level classification29:17
All cases30:42
Model Maintenance31:22
What do all these faces have in common?34:16
28 Congressional representatives39:40
Foolish ML - 143:42
Foolish ML - 246:32
Foolish ML - 348:55
When Predictive performance is not enough50:16