Using Big Data for Machine Learning Analytics in Manufacturing

Machine Learning as a concept has been in existence for many decades now. However, most manufacturing operations — such as repairing an aircraft engine, planning the product mix in cement production, or ensuring energy control in a large facility — are still largely dependent on experience-based human decisions. The advent of Big Data technology, coupled with efficient data storage mechanisms and parallel processing frameworks, has found new use for the petabytes of data generated by manufacturing operations. Applying Machine Learning techniques to the shop floor has enabled increased accuracy in decisionmaking and improvement in performance.

Spotlight

Jet Global

Jet Global delivers total data access and control from Microsoft Dynamics so board members, executives, finance professionals, and managers can make decisions at the speed of business without the need for bottlenecked technical resources, or data expertise. Empowering users and making them instantly successful and productive, we leverage industry-leading tools like Excel and Power BI, which deliver the data you need in an environment that is both user-friendly, familiar, and secure. Jet solutions focus on reducing the ongoing tension between IT and stakeholders by liberating the consistently over tasked technical resources, allowing them to focus on innovating and driving the strategic aspects of the business.

OTHER WHITEPAPERS
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6 best practices for cloud data integration

whitePaper | September 1, 2022

Organizations often adopt a hybrid cloud strategy when deploying their first analytical solution to the cloud. The cloud combines sheer infinite scalability with consumption-based pricing. These are desirable attributes for analytical environments that require scalability and can be very expensive when scaled for maximum capacity over an extended period.

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Democratizing Data Analytics in Financial Services

whitePaper | February 22, 2023

There are two reasons financial institutions are learning as much about their customers as possible by gathering—and processing—as much data as they can. Firstly, this information is invaluable for delivering more personalized products and services to increase revenues while making smarter decisions and improving operational efficiency. Better customer understanding can improve things like underwriting accuracy, for example, and many others.

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A Modern Approach to Data Sourcing & Optimization

whitePaper | March 3, 2023

In today’s world, data is king and has become a major source of competitive differentiation for businesses across all industries. The COVID-19 pandemic has further accelerated the use and importance of data as the world’s governments and businesses adapted.

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Tackling climate change with data science and AI

whitePaper | April 2, 2023

In this white paper, we share how The Alan Turing Institute’s AI for science and government (ASG) programme has been using collaborative and multidisciplinary data science and AI to help tackle climate change.

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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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A Review of BioPharma Sponsor Data Sharing Policies and Protection Methodologies

whitePaper | September 12, 2022

This whitepaper examines clinical trial data contribution policies and the data protection methodologies applied to protect patient privacy. Information published by 29 biopharma sponsors was collected across three data-sharing platforms, collated by sponsor size. Results showed that large sponsor contribution policies can provide helpful benchmarks for medium and smaller sponsors.

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Spotlight

Jet Global

Jet Global delivers total data access and control from Microsoft Dynamics so board members, executives, finance professionals, and managers can make decisions at the speed of business without the need for bottlenecked technical resources, or data expertise. Empowering users and making them instantly successful and productive, we leverage industry-leading tools like Excel and Power BI, which deliver the data you need in an environment that is both user-friendly, familiar, and secure. Jet solutions focus on reducing the ongoing tension between IT and stakeholders by liberating the consistently over tasked technical resources, allowing them to focus on innovating and driving the strategic aspects of the business.

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