machine learning 101: basic of making sense of data (supervised) & values
DESCRIPTION
Understand basic Machine Learning without Machine Learning.TRANSCRIPT
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akeM oveL 101Basic of Making a Genius Baby (Supervised) & Benefits
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Durian!
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Line Celcom Slow!
Line Maxis Fast!
Service Celcom Best!
Customer Service Maxis Suck!
Line Umobile Fast!
Customer Service Digi Best!
Customer RedOne Suck!
Line Tunetalk Slow!
Line MyTron Slow!
Line Clixster Fast!
Customer Service MyTron Best!
Customer Service Clixster Suck!
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Line Celcom Slow!
Line Maxis Fast!
Service Celcom Best!
Customer Service Maxis Suck!
Internet
Support
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Line Celcom Slow!
Line Maxis Fast!
Service Celcom Best!
Customer Service Maxis Suck!
Celcom
Maxis
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Line Celcom Slow!
Line Maxis Fast!
Service Celcom Best!
Customer Service Maxis Suck!
Negative
Positive
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Line Umobile Fast!
Customer Service Digi Best!
Customer RedOne Suck!
Line Tunetalk Slow!
Internet
Support
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Line Umobile Fast!
Customer Service Digi Best!
Customer RedOne Suck!
Line Tunetalk Slow!
Umobile
TuneTalk
Digi
RedOne
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Line Umobile Fast!
Customer Service Digi Best!
Customer RedOne Suck!
Line Tunetalk Slow!NegativePositive
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Best nya TuneTalk punya Customer
Service!
Category - Support Identity - TuneTalk
Tone - Positive
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What if 100,000 or more feeds/activities everyday?
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Share of Voices
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Categories
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Improve Accuracy - Parameters: Gaussian, Multinomial, Bernoulli... - Techniques: ensembling, boosting, bagging...
- Data: Clean, Volume, Features...
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Summary
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Basic of Making Sense of Data (Supervised) & Values
achineM earningL 101