Creating a Faster Cooperative Data Science Workflow with Datameer and Amazon SageMaker

February 2, 2019

If you’re going to do machine learning work right, you’re going to need well-honed data sets to build your models on. It is not just about cleaning up the data. It is also about discovering data that is relevant to the problem at hand, finding more data to increase accuracy, integration data from multiple sources, aggregating values etc. Four of the seven stages in a data science lifecycle involve getting intimate with your data (see image). But in terms of time, these four stages can consume 90% or more of the data science analytic lifecycle.

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Zone24x7

We are inspired by the opportunity to make a positive impact to the world from what we do. Technology is what we love and it provides us means of reaching that purpose; to enhance the emotional experience of everyone we touch. We help our customers to design the future in Retail and High Tech industries with our services spanning across Innovation, Embedded Systems, Testing and Product Engineering.

OTHER WHITEPAPERS
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Hybrid Cloud and Data Analytics for Financial Services: Maturing the Model

whitePaper | August 25, 2022

This paper discusses how hybrid cloud and data analytics together enable new business value to be created in financial services organisations, proposes ways in which analytics can be embedded successfully and outlines how Atos, Microsoft and Dell EMC are collaborating to help bring these advantages about.

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2022 EDUCAUSE Horizon Report® Data and Analytics Edition

whitePaper | September 16, 2022

With the 2022 data and analytics edition, we further expand our series of Horizon Reports to focus on an emerging area of practice that is driving institutional decision-making and strategic planning for the future—the trends, technologies, and practices that are shaping the world of postsecondary data and analytics. Based on a methodology that grounds the findings in the perspectives and expertise of a panel of leaders in higher education data and analytics, in this report we summarize the panel’s input on the major trends shaping higher education, including panelists’ reflections on the implications of this research for the future of higher education for particular institutional roles.

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Artificial Intelligence and National Security

whitePaper | November 26, 2019

Artificial intelligence (AI) is a rapidly growing field of technology with potentially significant implications for national security. As such, the U.S. Department of Defense (DOD) and other nations are developing AI applications for a range of military functions. AI research is underway in the fields of intelligence collection and analysis, logistics, cyber operations, information operations, command and control, and in a variety of semiautonomous and autonomous vehicles. Already, AI has been incorporated into military operations in Iraq and Syria. Congressional action has the potential to shape the technology’s development further, with budgetary and legislative decisions influencing the growth of military applications as well as the pace of their adoption.

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IT@Intel: Accelerated Analytics Drives Breakthroughs in Factory Equipment Availability

whitePaper | September 23, 2022

For Intel’s complex factory environments, quickly identifying tools that are operating below their optimal capacity and finding the root cause is crucial for maximizing production output. With thousands of tools involved in production and each manufacturing tool running from one to 50 operations, there are tens of thousands of tools and operations to monitor, analyze and adjust. Knowing where to focus engineering efforts is a monumental challenge.

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Four Reasons Your Metadata Is Broken

whitePaper | April 1, 2021

Metadata is more important now than ever. New technologies have enabled businesspeople who have traditionally not been analysts to work with data. The consumerization of IT means people expect systems to be intuitive and require little training. With so many people using data to support so many kinds of decisions, it’s critical that your data is described, defined, and understood.

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Big Data and Big Insights

whitePaper | June 10, 2022

The past few years have witnessed exponential growth in data volumes, forms and sources of data. To handle this ever increasing complexity and dimensionality, an Intelligent Framework for knowledge discovery is required. This framework should also support text analysis, visualization, intelligent search, man-machine interface, data management, geo-spatial, temporal data processing including statistics processing. A holistic approach based on Artificial Intelligence and Advanced Analytics provides such a framework. It brings forth a breakthrough natural language-based cognitive technology, which provides instant access to powerful predictive and visual analytic tools for businesses in general and market research in particular.

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Spotlight

Zone24x7

We are inspired by the opportunity to make a positive impact to the world from what we do. Technology is what we love and it provides us means of reaching that purpose; to enhance the emotional experience of everyone we touch. We help our customers to design the future in Retail and High Tech industries with our services spanning across Innovation, Embedded Systems, Testing and Product Engineering.

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