Verification of smart meters
in IoT environment
by Akim Boyko
github
/
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The Second Machine Age
1st Machine Age
: computer programmed explicitly, imperative programming
2nd Machine Age
: machine learning and Big Data: computers learning to program
themselves
The Second Machine Age
Every time we click at Google/Amazon/etc we taught something about ourselves
1/3 of marriages are now from online dating and that number is only increasing. That means that computers (algorithms) are starting to breed humans
more…
AI and its applications
AI and its applications
Face recognition‎,
Handwriting recognition‎,
Natural Language Processing,
Speech recognition,
Frequent pattern mining,
Fraud detection,
Sentiment analysis,
Retention analysis,
Pricing insurance premiums,
more…
How Big Data is
300MB of raw data per smart meter annually
50-2000 smart meters per network segment
Missing, noisy and low quality data…
The 5 V&s of Big Data
Volume
Velocity
Variety
Veracity
Value!