Human Powered Rails: Automated Crowdsourcing In Your RoR App
Formal Metadata
| Title |
Human Powered Rails: Automated Crowdsourcing In Your RoR App
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| Title of Series | |
| Number of Parts |
88
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| Author |
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| License |
CC Attribution - ShareAlike 3.0 Unported:
You are free to use, adapt and copy, distribute and transmit the work or content in adapted or unchanged form for any legal and non-commercial purpose as long as the work is attributed to the author in the manner specified by the author or licensor and the work or content is shared also in adapted form only under the conditions of this license. |
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| Publisher |
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| Release Date |
2018
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| Language |
English
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| Producer |
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| Production Year |
2018
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| Production Place |
Pittsburgh
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Content Metadata
| Subject Area | |
| Abstract |
Machine learning and AI are all the rage, but there’s often no replacement for real human input. This talk will explore how to automate the integration of human-work directly into a RoR app, by enabling background workers to request and retrieve data from actual human workers. The secret is Amazon Mechanical Turk, a crowdsourcing marketplace connecting ‘requesters’ who post tasks with ‘workers’ who complete them. Attendees will learn how to automate the completion of human tasks (e.g. price research, image tagging, sentiment analysis, etc) with impressive speed, accuracy and scalability.
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00:00
Mobile app
Automation
Router (computing)
Product (business)
04:47
Computer-generated imagery
Formal verification
Coma Berenices
Information
Videoconferencing
Group action
Local Group
07:33
Stapeldatei
Social software
Sample (statistics)
Structural load
Assembly language
Artificial intelligence
Content (media)
Squeeze theorem
09:53
Wechselseitige Information
10:31
System call
Link (knot theory)
Maxima and minima
Median
12:56
Stapeldatei
Data model
Pointer (computer programming)
Execution unit
Regular graph
Turbo-Code
Wrapper (data mining)
Endliche Modelltheorie
output
Squeeze theorem
Task (computing)
Form (programming)
19:52
Stapeldatei
Email
Asynchronous Transfer Mode
System call
Algorithm
Computer-generated imagery
MIDI
File format
Average
Variance
Uniform resource locator
Type theory
Radio-frequency identification
Personal digital assistant
Information
output
Website
Category of being
Formal grammar
Complex (psychology)
Inclusion map
Single-precision floating-point format
Number
Confluence (abstract rewriting)
Function (mathematics)
Normed vector space
Different (Kate Ryan album)
Videoconferencing
Squeeze theorem
Abelian category
Task (computing)
Electric generator
31:15
Convex hull
Emulation
32:40
Coma Berenices
Block (periodic table)
Data type
