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The Netflix Tech Blog: System Architectures for Personalization and Recommendation

The Netflix Tech Blog: System Architectures for Personalization and Recommendation | Advertising Perspectives | Scoop.it

To start with, we present an overall system diagram for recommendation systems in the following figure. The main components of the architecture contain one or more machine learning algorithms.  

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Anyone know what the Hermes and Manhattan service are?

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'Big data' startup Sociocast has served 700M 'Prediction API' calls since shifting to SMBs

'Big data' startup Sociocast has served 700M 'Prediction API' calls since shifting to SMBs | Advertising Perspectives | Scoop.it

Sociocast’s Prediction API does exactly what you think it does — it helps companies make actionable predictions based on their data. Specifically, it can help give predictions in two categories: 1) Entities (number of users, devices, cookies, social media IDs, and so on) and 2) Clustering (grouping together various entities).

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BSkyB spends 40% of £15m yearly display budget on real-time bidding - The Drum

BSkyB spends 40% of £15m yearly display budget on real-time bidding - The Drum | Advertising Perspectives | Scoop.it
BSkyB spends 40% of £15m yearly display budget on real-time bidding The Drum BSkyB is investing 40 per cent of its £15 million yearly display budget on real-time bidding (RTB), a figure which could be further driven higher by the growth of...
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Why Big Data Is IBM's Friend - New York Times (blog)

Why Big Data Is IBM's Friend - New York Times (blog) | Advertising Perspectives | Scoop.it
New York Times (blog)
Why Big Data Is IBM's Friend
New York Times (blog)
For big sellers of computer technology to business that are looking to stay relevant, there's no friend quite like Big Data.
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Don't count Big Blue out in the race to win Big Data...

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The Netflix Tech Blog: System Architectures for Personalization and Recommendation

The Netflix Tech Blog: System Architectures for Personalization and Recommendation | Advertising Perspectives | Scoop.it

To start with, we present an overall system diagram for recommendation systems in the following figure. The main components of the architecture contain one or more machine learning algorithms.  

Kevin Reynolds's insight:

Anyone know what the Hermes and Manhattan service are?

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Big Data Could Cripple Facebook | TechCrunch

Big Data Could Cripple Facebook | TechCrunch | Advertising Perspectives | Scoop.it
So there's this startup called SmogFarm, which does big-data sentiment analysis, "pulse of the planet" stuff. I spotted them last year, and now..
Kevin Reynolds's insight:

A services layer on top of big data... could this extend Big Data's stint as the NGT?

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