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Brief History of Machine Learning
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mise à jour avec succès 10 nov. 2017
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Wayne Dalton
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Les événements
1950: Alan Turing Can machines think?
1959: Arthur Lee Samuel @ IBM Coins term "Machine Learning" Paper on Checkers
1994: Chinook beats Dr. Marion Tinsley First computer to beat a human world champion
1967: Frank Rosenblatt's Perceptron Forerunner to Neural Networks
1967: K-nearest-neighbor algorithm published Computers perform pattern recognition
1979: Stanford Cart navigates chair-filled room on its own Hans Moravec PhD thesis
1981: Gerald DeJong introduces Explanation-based Learning Machines can generalize rules from training data
1997: IBM Deep Blue beats world chess champion Kasparov
2006: Geoff Hinton coins "Deep Learning" Computer vision - "sees" objects
2010: Microsoft Kinect uses vision to track human features @ 30 FPS
2011: IBM Watson beats human competitors at Jeopardy
2012: Google X Lab learning algorithm identifies cats in YouTube videos
2015: Amazon and Microsoft launch Machine Learning platforms
2016: Google's DeepMind AlphaGo beats Lee Sedol
2017: OpenAI DOTA2 bot defeats top 8 human players in tournament
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