Case Studies > Artificial Intelligence, Machine Learning, and Deep Learning | Dell EMC

Artificial Intelligence, Machine Learning, and Deep Learning | Dell EMC

 Artificial Intelligence, Machine Learning, and Deep Learning | Dell EMC - IoT ONE Case Study
Technology Category
  • Analytics & Modeling - Machine Learning
  • Application Infrastructure & Middleware - Middleware, SDKs & Libraries
About The Customer
The customer class is any of those involved in healthcare and life sciences, financial services, government security and defense, media and entertainment, manufacturing, energy, transporation, and retail.
The Challenge

Are you facing any of these challenges?

“We haven’t been able to take full advantage of our data.”

Data is growing at an astronomical rate and it’s impossible to take full advantage of it manually to get insights to win. Automation can help provide faster, better and deeper data insights. Dell EMC Ready Solutions for AI, Machine and Deep Learning can provide the processing power required for the vast number of calculations that need to be made very quickly — for facial recognition, for example. With the speed of automated image and pattern detection, these solutions can help provide better data insights. And with historical data sets, you can get deeper insights into, for example, buying behavior.

“We can’t afford to run machine and deep learning in the cloud.”

Some public cloud providers charge to get data out, and that can get expensive quickly with the large datasets required for deeper insights such as image recognition and fraud detection . Dell EMC Ready Solutions for AI, Machine and Deep Learning can reduce costs associated with moving significant amounts of data in and out of the cloud while minimizing risks .

“We don’t have the in-house expertise.”

AI and related computing paradigms are emerging quickly and not many organizations have had the time or resources to develop the skills required to design, deploy and manage advanced machine and deep learning solutions . The Dell EMC HPC Innovation Lab team stays on the cutting edge of AI, testing new technologies, and tuning algorithms and applications to help you keep pace with the constantly evolving landscape . This team of industry and technology experts can help you achieve faster time to results by shortening both design cycle and configuration time . These experts can work with you to create a solution with the right features, at the right price . You can even take a test drive with the HPC Innovation Lab with a proof of concept, in one of the Customer Solution Centers, or in one of Dell EMC’s worldwide HPC Innovation Centers .

The Solution

Dell EMC Machine Learning Ready Bundle with Hadoop

Validated solution for image recognition

The Dell EMC Machine Learning Ready Bundle with Hadoop builds on the power of tested and proven Dell EMC Ready Bundles for Hadoop, created in partnership with Cloudera®and Hortonworks®. The solution includes an optimized solution stack along with data science and framework optimization, so you can get up and running quickly.

If you’re running Apache® Spark®, you can take advantage of the BigDL distributed deep learning library for Apache Spark, for a faster path to enabling machine learning and to making deep learning more accessible for non-expert big data users and data scientists. BigDL integrates into the Apache Hadoop® frameworks and tools, enabling deep learning on the same Hadoop/Spark cluster where data is stored.

The solution also leverages DataRobot®, an advanced enterprise automated machine learning solution that encapsulates the knowledge, experience and best practices of the world’s leading data scientists, enabling you to quickly and easily build highly accurate predictive models without previous coding and machine learning skills.

Simplify the design, architecture, deployment and configuration of a Hadoop environment with machine learning.

  • Gain business insights to build unique competitive advantages .
  • Vastly reduce the time, effort, and resources spent on trying to build, architect and maintain a machine learning solution.
  • Leverage Dell EMC Services to help bridge the gap between data science, IT and lines of business.
Operational Impact
  • Faster, better and deeper insights

    Data scientists, developers and researchers are using machine learning to gain insights previously out of reach. Programs that learn from experience are helping them discover how the human genome works, understand consumer behavior to a degree never before possible, and build systems for purchase recommendations, image recognition and fraud prevention, among other uses. Dell EMC machine and deep learning solutions empower you to identify patterns, analyze vast amounts of data and automate tasks so you can get insights faster, better and deeper.

  • Enhanced efficiency and security

    While it’s a multi-cloud world, the data-intensive workloads associated with machine and deep learning are not always best suited to running in the cloud. By making on-premises solutions obtainable for enterprises of all sizes, Dell EMC Ready Solutions for Machine and Deep Learning can help optimize the efficiency and security in AI, machine and deep learning environments both on- and off-premises.

  • Trusted expertise

    The Dell EMC HPC Innovation Lab team of engineers continually tests new technologies and works collaboratively to tune solutions for industry-leading applications. In addition to world-class engineers, the HPC Innovation Lab has a TOP500 supercomputer and extensive industry partnerships, bringing together a community of the brightest minds focused on using AI, machine and deep learning. The knowledge and experience of Dell EMC and its strong ecosystem of technology partners can help you get started with machine and deep learning solutions quickly.

Quantitative Benefit
  • Dell EMC is making machine and deep learning possible in a more meaningful way — with more powerful processors and faster computing capability — to make this technology achievable for businesses in a wide range of industries.

  • Dell EMC engineers can work with you to create solutions that can dramatically accelerate results in AI, machine and deep learning environments . Our machine and deep learning solutions are based on a scalable building-block approach, so the solutions you buy today can grow to meet your needs in the future.

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