Just a few links related to this topic...
Machine Learning, a branch of Artificial Intelligence (AI). Interesting vocabulary and translation:
common usage - - Statistics - - - - - - - -Machine Learning
target - - - - - - -- dependent variable - label
-- - - - - - - - - - - -variable - - - - - - - - -feature
-- - - - - - - - - - - -transformation - - - --feature creation
Read about
Data Mining and its uses, including predicting outcomes/performance/achievement in
Education.
To what degree might the current encouragement for ALL pupils to go on to college be driven by the desire to collect a more robust set of data on the population?
Example of a successful application:
data analytics, used for focused marketing (2012).
How many human jobs might these analytics have replaced?
Example of mixed application:
No pilot required (or maybe having a
knowledgeable human pilot who can override the system, is still a good idea?)
Example of unsuccessful application:
What happens when human cannot override machine? (Tesla)
Example of use in medical diagnosis:
doctors who may rely on AI... could miss out on learningRelated Article on AI and Engineering:
a growing number of narrow AIs that exceed human abilitiesRelated depiction in entertainment:
Sci-fi movie
WALL-E (2008) Rated G
Robots (such as WALL-E and EVE) work, most people have nothing to do and suffer greatly for it.
The Occupational Outlook Handbook (
OOH) does not yet appear to be updated with information regarding the role of technology (AKA: Artificial Intelligence (AI), machine learning, data analytics and other computer functions) in reducing jobs available for humans in the foreseeable future.