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 Operationalize ML by Empowering People

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MensajeTema: Operationalize ML by Empowering People   Operationalize ML by Empowering  People EmptySáb Ago 08, 2020 11:22 am

Operationalize ML by Empowering  People 87f5423d59e640fb3a3593d3b08d9d1e

Operationalize ML by Empowering People
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 29M | 1.42 GB
Genre: eLearning | Language: English

We have been working on operationalizing ML for past few years at CapitalOne Bank and would like to share our experiences and lessons we learned in building an ML platform, in our talk we plan to cover:
- Self-Service for Data Scientists
- Treat models, policies & features as content, not software, and allow live updates to content
- Provide software engineering best practices to ML content(s)
- How to meet enterprise need at scale
- Lightweight services
- Re-use models, data, and business logic wherever possible
- Containerize software to simplify scaling
- Multi-layer abstractions
- Respond to real time events
- Keep data in close proximity
- Focus on low-latency communication and fast computations
- Architect high-reliability services

Some of the questions this session intend to answer:
- Every FinTech enterprise needs to operationalize ML but most of them don't know where to start, how to deliver and more importantly what not to do?
- What architecture choices to explore and what tools to build to satisfy demanding needs of a thriving data science organization.
- How can you build ways to include data scientists in the agile development process, leveraging their expertise in feature engineering while enabling them to take part in DevOps practices without needing full DevOps experience.

Operationalize ML by Empowering  People F11f040958c372edccd8aa2fce270325

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Citación :
rapidgator_net:
https://rapidgator.net/file/3aae55ff5900492d47bb5061f3aa6b9f/agok8.Operationalize.ML.by.Empowering.People.part1.rar.html
https://rapidgator.net/file/d417198f8de46bb86cb4086591e16e38/agok8.Operationalize.ML.by.Empowering.People.part2.rar.html
https://rapidgator.net/file/929281109943be6ce0339ebb1d491ce6/agok8.Operationalize.ML.by.Empowering.People.part3.rar.html

nitroflare_com:
https://nitroflare.com/view/B904CC6FBBF1E13/agok8.Operationalize.ML.by.Empowering.People.part1.rar
https://nitroflare.com/view/AB85B1523C2B80D/agok8.Operationalize.ML.by.Empowering.People.part2.rar
https://nitroflare.com/view/31E1F3CEC88FCC8/agok8.Operationalize.ML.by.Empowering.People.part3.rar

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http://uploadgig.com/file/download/822a5765d97f54dC/agok8.Operationalize.ML.by.Empowering.People.part1.rar
http://uploadgig.com/file/download/957cD715f87684eD/agok8.Operationalize.ML.by.Empowering.People.part2.rar
http://uploadgig.com/file/download/5d9a9647036F3689/agok8.Operationalize.ML.by.Empowering.People.part3.rar

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