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Machine Learning 101: Basic of Making Sense of Data (Supervised) & Values

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Twitrum
Twitrum

The document discusses various mobile network providers and customer service experiences. It mentions different providers' network speeds and ratings of their customer service, including positive and negative opinions of Celcom, Maxis, Umobile, Tunetalk, Digi, RedOne, MyTron and Clixster. There is also a brief discussion of handling large volumes of data feeds and improving the accuracy of machine learning models.

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Make Love 101 Basic of Making a Genius Baby (Supervised) & Benefits
Durian!
Line Celcom Slow! Line Maxis Fast! Service Celcom Best! Customer Service Maxis Suck! Line Umobile Fast! Line Tunetalk Slow! Customer Service Digi Best! Customer RedOne Suck! Line MyTron Slow! Line Clixster Fast! Customer Service Clixster Suck! Customer Service MyTron Best!
Line Celcom Slow! Line Maxis Fast! Service Celcom Best! Customer Service Maxis Suck! Internet Support
Line Celcom Slow! Line Maxis Fast! Service Celcom Best! Customer Service Maxis Suck! Celcom Maxis
Line Celcom Slow! Line Maxis Fast! Service Celcom Best! Customer Service Maxis Suck! Negative Positive
Line Umobile Fast! Line Tunetalk Slow! Customer Service Digi Best! Customer RedOne Suck! Internet Support
Line Umobile Fast! Line Tunetalk Slow! Customer Service Digi Best! Customer RedOne Suck! Umobile TuneTalk Digi RedOne
Line Umobile Fast! Line Tunetalk Slow! Positive Negative Customer Service Digi Best! Customer RedOne Suck!
Best nya TuneTalk punya Customer Service! Category - Support Identity - TuneTalk Tone - Positive
What if 100,000 or more feeds/activities everyday?
Share of Voices
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ML Live http://twitrum.com/demo
Improve Accuracy - Parameters: Gaussian, Multinomial, Bernoulli... - Techniques: ensembling, boosting, bagging... - Data: Clean, Volume, Features...
Summary
Machine Learning 101 Basic of Making Sense of Data (Supervised) & Values

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Machine Learning 101: Basic of Making Sense of Data (Supervised) & Values

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