Data science Whitepapers

modelops: how to operationalize the model life cycle

Sponsored by: SAS Published By: Research Desk Released: Oct 14, 2020

The term ModelOps encompasses how analytical models are cycled from data science teams to IT production teams during a regular cadence of deployment and updates— in that sense, sharing similarities ...

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data science in practice: five common applications

Sponsored by: Alteryx Published By: Research Desk Released: Jun 05, 2020

Everyone in business is talking about data science, but what does it really mean? Get past the talk and understand what data science is and how it can impact your business — and get your analysts ba...

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data science and engineering at enterprise scale

Sponsored by: IBM Published By: Research Desk Released: Nov 26, 2019

Recently I helped create an upskilling curriculum for data science. It was aimed at people already in the industry with some tech background, though not in big data—those who didn’t have months to...

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ibm db2: the ai database

Sponsored by: IBM Published By: Research Desk Released: Nov 07, 2019

Businesses today run on data, and today’s leaders are embracing Artificial Intelligence (AI) and forward-looking data science. With its in-memory technology, petabyte-level scalability, and built-in...

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data science is the foundation for contemporary threat intelligence

Sponsored by: Akamai Published By: Research Desk Released: Oct 01, 2019

Contemporary internet threats are sophisticated and adaptable, they continuously change their complexion to evade security defenses.  Traditional rigid, deterministic, rule-based security research ar...

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kubernetes in the enterprise

Sponsored by: IBM Published By: Research Desk Released: Sep 11, 2019

Recently I helped create an upskilling curriculum for data science. It was aimed at people already in the industry with some tech background, though not in big data—those who didn’t have months to...

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data science and engineering at enterprise scale

Sponsored by: IBM Published By: Research Desk Released: Sep 11, 2019

Great technologies come in many guises. Some start small. They can be created by just one person, quietly working alone to solve a spe‐ cific problem in a personal way. Ruby on Rails and Node.js are...

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modern data science: best practices for predictive analytics

Sponsored by: IBM Published By: Research Desk Released: May 24, 2019

The process can be complex, and it can be difficult to find data scientists and analysts with a mix of the right skillsets. A drag and drop, visual data science tool, exemplified by IBM SPSS Modeler, ...

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seven challenges of machine learning devops

Sponsored by: Algorithmia Published By: Research Desk Released: May 23, 2019

Since 2013, Algorithmia has accelerated the deployment and adoption of machine learning (ML) for many of the world’s largest enterprises. In addition to our enterprise product, Algorithmia.com curre...

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