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The Development Life Cycle of Machine Learning (Video)
The rise in popularity of machine learning (ML) is leading to an influx of newcomers to the technology.
Many of these newcomers are under the assumption that an ML project is fairly straightforward...
How Relentless DevOps Automation Pays Off
Doing more with less.
This is a goal for every business and one of the cornerstones of DevOps practices. More development, more deployments, more ways to meet the needs of your customers faster.
Scaling Horizontally to Accelerate Your ML Efforts
When it comes to taking the plunge with machine learning (ML), it’s not uncommon for enterprises to feel skittish about costs.
Beyond the investment in data scientists, the sheer horsepower necessary...
When Do I Need to Use Deep Learning?
The most routine data science tasks don’t need the sheer horsepower that deep learning models provide.
But as enterprises start using larger data sets, there are a growing number of complex tasks...
Where Will Artificial Intelligence Take Enterprises in 5 Years?
In early 2020, when Oxford Economics and NTT DATA surveyed a thousand business leaders about their plans for adopting artificial intelligence (AI), 96% responded they were actively researching AI...
How Healthcare Enterprises Are Leveraging Predictive Analytics
According to Axios, in 2018 alone, Americans spent an estimated $3.65 trillion on healthcare. For some context, that’s more than the total GDP of Brazil.
With costs continually increasing, healthcare...
Get Ready for the Future of Machine Learning
A joke you've likely heard before: "80 percent of time is spent preparing data. The other 20 percent is spent complaining about preparing the data."
How to Bring Your ISV Application to the Cloud
It’s one of the ironies of business: the more popular your product becomes, the harder it is to keep up with demand.
Even products we don’t normally think of as dependent upon traditional logistics,...
AI & Analytics While Ensuring Data Privacy, Compliance, and Security
Editor’s Note: This post was originally published on May 6, 2020 and has been recently updated to include the latest insights and best practices.
Building a Solid Cloud Adoption Framework for 2021
Over the past year, the need to expand remote work capabilities has forced a great many enterprises to accelerate their cloud adoption plans.