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Machine Learning / Artificial Intelligence
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Valdas Maksimavičius
May 31, 2018
Technology
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Machine Learning / Artificial Intelligence
Valdas Maksimavičius
May 31, 2018
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Transcript
Bejausmis ir mąstantis kompiuteris Valdas Maksimavičius
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Apie mane Valdas Maksimavičius • .Net, Web, Azure, Big Data
• IT sprendimų architektas @ Cognizant • Pensijų / draudimo / gamybos projektai • Tarp Lenkijos ir Lietuvos • Valdas.blog
• Big Data • Data Science • Machine Learning •
Artificial Intelligence • Robotics Before we start ...
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Data Science
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Interestingly, once computers figure out how to do one of
these tasks, humans have a tendency to say it wasn’t really intelligence. This is known as the AI effect.
Robotics
https://www.youtube.com/watch?v=fsF7enQY8uI
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2010 Tianhe-IA 2 PetaFLOPS China 2011 Fujitsu K computer 10
PetaFLOPS Japan 2012 IBM Sequoia 16 PetaFLOPS USA 2012 Cray Titan 17 PetaFLOPS USA 2013 NUDT Tianhe-2 33 PetaFLOPS China 2016 Sunway TaihuLight 93 PetaFLOPS China
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Training Scoring
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1. Supervised learning 2. Unsupervised learning 3. Neural networks &
deep learning 4. Reinforcement learning
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https://www.youtube.com/watch?v=V1eYniJ0Rnk
https://www.youtube.com/watch?v=gn4nRCC9TwQ
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https://www.youtube.com/watch?v=2V6NHKmfnW0
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[email protected]
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