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The Inference Difference: Why Clunky Data Engineering Unhinges AI

Adrian Bridgwater for Forbes

Coding programmer, software engineer working on laptop with circuit board and javascript on virtual screen, internet of things IoT getty AI has a shiny front end. Follow Author Aug 01, 2025, 04:32am EDT Aug 01, 2025, 04:37am EDT Share Save Comment Digital technology, software development concept.

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Why Unstructured Data Is Sorting Itself Out

Flipboard

Unstructured data, therefore, includes non-tabular data spanning records of phone calls and voicemails, it is raw video that has yet to get meta-tagged to explain its contents, it is blogs and web pages, it’s emails and also social media posts in all their forms.

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How the Internet of Things and AI will Transform Sports Business?

Smart Data Collective

Even college sports teams have discovered the benefits of big data and started using it to make stronger cases to potential sponsors. As it continues to grow, the introduction of big data technology is helping the physical world expand from real-life person-to-person contact to the virtual esports world. billion in 2020.

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Creating a Better Educational Experience With IoT

Smart Data Collective

Technology has rescued education during a turbulent time and it can drive things forward once things go back to normal. The Internet of Things (IoT) is among the emerging innovations that promise to transform schooling by introducing better-connectivity and making different procedures more collaborative. What is IoT?

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AI Engineers: Your Definitive Career Roadmap

Towards AI

AI has proven to be a boon for the modern world, with applications across tech innovations like IoT (Internet of Things), AR/VR, robotics, and more. Coding, algorithms, statistics, and big data technologies are especially crucial for AI engineers.

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10 manufacturing trends that are changing the industry

IBM Journey to AI blog

It integrates advanced technologies—like the Internet of Things (IoT), artificial intelligence (AI) and cloud computing —into an organization’s existing manufacturing processes. Industry 4.0

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Generate actionable insights for predictive maintenance management with Amazon Monitron and Amazon Kinesis

AWS Machine Learning Blog

With the recently launched Amazon Monitron Kinesis data export v2 feature , your OT team can stream incoming measurement data and inference results from Amazon Monitron via Amazon Kinesis to AWS Simple Storage Service (Amazon S3) to build an Internet of Things (IoT) data lake.

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