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There’s a path to an AI ROI

O'Reilly on Data

Highlights from the interview include: The biggest hurdle businesses face when implementing machine learning or AI solutions is cleaning and preparing unstructured data that exists across silos. Open source data and transfer learning are also enabling businesses to more easily move models into production and to achieve an ROI.

ROI 132
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Forrester Does the Math on the ROI of the Alation Data Catalog

Alation

At some level, every enterprise is struggling to connect data to decision-making. In The Forrester Wave: Machine Learning Data Catalogs, 36% to 38% of global data and analytics decision makers reported that their structured, semi-structured, and unstructured data each totaled 1,000 TB or more in 2017, up from only 10% to 14% in 2016.

ROI 52
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Real-time artificial intelligence and event processing  

IBM Big Data Hub

In 2023, the IBM® Institute for Business Value (IBV) surveyed 2,500 global executives and found that best-in-class companies are reaping a 13% ROI from their AI projects—more than twice the average ROI of 5.9%. Non-symbolic AI can be useful for transforming unstructured data into organized, meaningful information.

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Image Segmentation Algorithms With Implementation in Python – An Intuitive Guide

Analytics Vidhya

This article was published as a part of the Data Science Blogathon What is Image Segmentation? Image Segmentation helps to obtain the region of interest (ROI) from the image. It is the process of separating an image into different areas. The parts into which the image is divided are called Image Objects. It is done based […].

ROI 225
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Belcorp reimagines R&D with AI

CIO Business Intelligence

The R&D laboratories produced large volumes of unstructured data, which were stored in various formats, making it difficult to access and trace. To support this, we provided data-backed evidence and examples that demonstrated the positive impact of utilizing these technologies.”

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CIOs confront generative AI’s workplace X factor

CIO Business Intelligence

Still, to ensure workers gain the most out of the tools, Mayar suggested multimodal LLMs combining structured datasets and unstructured data should be designed smaller and for specific tasks. For CIOs and CTOs, it’s a balancing act of cost vs ROI. “It’s only been 13 months and it made time nonlinear,” he quipped.

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Maximizing Supply Chain Agility through the “Last Mile” Commitment

Cloudera

Consolidated Inventory & Sales Data — Build an enterprise view of sales and inventory across all channels. Retail supply chains are a recognized and proven source of ROI when data analytics are leveraged to improve forecast accuracy and product availability.