Pluralsight.Scaling.Machine.Learning.At.Holiday.Extras-NOLEDGE
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▄ Pluralsight ▄
Scaling Machine Learning At Holiday Extras
Date...: 2020-06-06
Type...: Bookware
Disks..: 7x15MB
Notes..: Big Data LDN 2019 | Scaling Machine
Learning at Holiday Extras | Rebecca
Vickery This talk will describe how
the data science team at Holiday
Extras are using Google Cloud Machine
Learning Engine to deploy models in
production. Rebecca Vickery will be
discussing how using Google Cloud
machine learning tools can help to
democratize data science at scale by
allowing data scientists to put models
into production independently. Some of
the challenges they faced as a small
team of data scientists were: Managing
bespoke deployment processes for
models, a lack of collaboration across
the team, and difficulty in finding
the right combination of skills to
deploy and manage models in operation.
Google Cloud Machine Learning Engine
has been the impetus for a fully
extensible and collaborative machine
learning platform and has allowed
Holiday Extras to deploy models at
speed and scale.
Install: Unpack, Wise up and Enjoy!
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Files
| Path | Size |
|---|---|
| noledge-scaling-machine-learning-at-holiday-extras.nfo | 2,87 KB |
| noledge-scaling-machine-learning-at-holiday-extras.r00 | 14,31 MB |
| noledge-scaling-machine-learning-at-holiday-extras.r01 | 14,31 MB |
| noledge-scaling-machine-learning-at-holiday-extras.r02 | 14,31 MB |
| noledge-scaling-machine-learning-at-holiday-extras.r03 | 14,31 MB |
| noledge-scaling-machine-learning-at-holiday-extras.r04 | 14,31 MB |
| noledge-scaling-machine-learning-at-holiday-extras.r05 | 12,96 MB |
| noledge-scaling-machine-learning-at-holiday-extras.rar | 14,31 MB |
| noledge-scaling-machine-learning-at-holiday-extras.sfv | 455 B |