https://insideainews.com/tag/data-quality/ Illuminating AI's Frontiers: Your Go-To News Destination. Tue, 23 Jul 2024 20:52:12 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/data-quality/ 32 32 136462205 https://insideainews.com/2024/07/24/business-leaders-must-prioritize-data-quality-to-ensure-lasting-ai-implementation/ https://insideainews.com/2024/07/24/business-leaders-must-prioritize-data-quality-to-ensure-lasting-ai-implementation/#respond Wed, 24 Jul 2024 11:00:00 +0000 https://insideainews.com/?p=35622 In this contributed article, Subbiah Muthiah, CTO of Emerging Technologies at Qualitest, takes a deep dive into how raw data can throw specialized AI into disarray. While raw data has its uses, properly processed data is vital to the success of niche AI. Industries such as medical, legal, and pharma require data that is contextualized, categorized, and verified. Business leaders must master data processing to succeed in an AI-powered world.]]> https://insideainews.com/2024/07/24/business-leaders-must-prioritize-data-quality-to-ensure-lasting-ai-implementation/feed/ 0 35622 https://insideainews.com/2024/05/01/in-2024-data-quality-and-ai-will-open-new-doors/ https://insideainews.com/2024/05/01/in-2024-data-quality-and-ai-will-open-new-doors/#respond Wed, 01 May 2024 10:00:00 +0000 https://insidebigdata.com/?p=35220 In this contributed article, Stephany Lapierre, Founder and CEO of Tealbook, discusses how AI can help streamline procurement processes, reduce costs and improve supplier management, while also addressing common concerns and challenges related to AI implementation like data privacy, ethical considerations and the need for human oversight.]]> https://insideainews.com/2024/05/01/in-2024-data-quality-and-ai-will-open-new-doors/feed/ 0 35220 https://insideainews.com/2024/04/01/cloud-migration-alone-wont-solve-data-quality-heres-why-cdos-need-a-more-holistic-approach/ https://insideainews.com/2024/04/01/cloud-migration-alone-wont-solve-data-quality-heres-why-cdos-need-a-more-holistic-approach/#respond Mon, 01 Apr 2024 11:00:00 +0000 https://insidebigdata.com/?p=35078 In this contributed article, Emmet Townsend, VP of Engineering at Inrupt, discusses how cloud migration is just one step to achieving comprehensive data quality programs, not the entire strategy. ]]> https://insideainews.com/2024/04/01/cloud-migration-alone-wont-solve-data-quality-heres-why-cdos-need-a-more-holistic-approach/feed/ 0 35078 https://insideainews.com/2024/02/12/scaling-data-quality-with-computer-vision-on-spatial-data/ https://insideainews.com/2024/02/12/scaling-data-quality-with-computer-vision-on-spatial-data/#respond Mon, 12 Feb 2024 11:00:00 +0000 https://insidebigdata.com/?p=34773 In this contributed article, editorial consultant Jelani Harper discusses a number of hot topics today: computer vision, data quality, and spatial data. Computer vision is an extremely viable facet of advanced machine learning for the enterprise. Its utility for data quality is evinced from some high profile use cases. This technology can produce similar boons for other facets of the ever-shifting data ecosystem. ]]> https://insideainews.com/2024/02/12/scaling-data-quality-with-computer-vision-on-spatial-data/feed/ 0 34773 https://insideainews.com/2023/12/02/three-roadblocks-to-using-data-to-its-full-potential/ https://insideainews.com/2023/12/02/three-roadblocks-to-using-data-to-its-full-potential/#respond Sat, 02 Dec 2023 12:00:00 +0000 https://insidebigdata.com/?p=34062 In this contributed article, Sridhar Bankuru, VP of Software Development at RightData, walks us through the top pain points of businesses today within their data trust journey, and looking ahead, how they can start trusting their data again.]]> https://insideainews.com/2023/12/02/three-roadblocks-to-using-data-to-its-full-potential/feed/ 0 34062 https://insideainews.com/2023/10/31/who-done-it-3-possible-suspects-in-this-halloweens-bad-data-horror-movie-and-how-data-teams-can-make-it-out-alive/ https://insideainews.com/2023/10/31/who-done-it-3-possible-suspects-in-this-halloweens-bad-data-horror-movie-and-how-data-teams-can-make-it-out-alive/#respond Tue, 31 Oct 2023 10:00:00 +0000 https://insidebigdata.com/?p=33778 In this contributed article, Lior Gavish, CTO and Co-Founder of Monte Carlo, outlines some of the ways companies can erase themselves from ever appearing in these bad data horror stories, ranging from simple tips to bolster governance within their organization, to tools and best practices that will save data teams the time, hassle, and headache that comes with dealing with bad data.]]> https://insideainews.com/2023/10/31/who-done-it-3-possible-suspects-in-this-halloweens-bad-data-horror-movie-and-how-data-teams-can-make-it-out-alive/feed/ 0 33778 https://insideainews.com/2023/06/13/state-of-data-quality-report/ https://insideainews.com/2023/06/13/state-of-data-quality-report/#respond Tue, 13 Jun 2023 13:00:00 +0000 https://insidebigdata.com/?p=32613 Bigeye, the data observability company, announced the results of its 2023 State of Data Quality survey. The report sheds light on the most pervasive problems in data quality today. The report, which was researched and authored by Bigeye, consisted of answers from 100 survey respondents.]]> https://insideainews.com/2023/06/13/state-of-data-quality-report/feed/ 0 32613 https://insideainews.com/2023/06/06/the-importance-of-data-quality-in-benefits/ https://insideainews.com/2023/06/06/the-importance-of-data-quality-in-benefits/#respond Tue, 06 Jun 2023 14:00:00 +0000 https://insidebigdata.com/?p=32573 In this contributed article, Peter Nagel, VP of Engineering at Noyo, addresses the benefits/insurance industry’s roadblocks and opportunities — and why some of the most interesting data innovations will soon be happening in benefits.]]> https://insideainews.com/2023/06/06/the-importance-of-data-quality-in-benefits/feed/ 0 32573 https://insideainews.com/2023/05/28/study-finds-data-quality-is-still-the-largest-obstacle-for-successful-ai-and-greater-human-expertise-needed-across-ml-ops-lifecycle/ https://insideainews.com/2023/05/28/study-finds-data-quality-is-still-the-largest-obstacle-for-successful-ai-and-greater-human-expertise-needed-across-ml-ops-lifecycle/#respond Sun, 28 May 2023 13:00:00 +0000 https://insidebigdata.com/?p=32497 iMerit, a leading artificial intelligence (AI) data solutions company, released its 2023 State of ML Ops report, which includes a study outlining the impact of data on wide-scale commercial-ready AI projects. The study surveyed AI, ML, and data practitioners across industries, and found an increasing need for better data quality and human expertise and oversight in delivering successful AI. This is especially true as powerful new generative AI tools and continuous improvements to automation are rolled out at an increasingly rapid pace. ]]> https://insideainews.com/2023/05/28/study-finds-data-quality-is-still-the-largest-obstacle-for-successful-ai-and-greater-human-expertise-needed-across-ml-ops-lifecycle/feed/ 0 32497 https://insideainews.com/2022/07/21/data-quality-should-keep-you-up-at-night-but-theres-an-antidote-to-data-induced-insomnia/ https://insideainews.com/2022/07/21/data-quality-should-keep-you-up-at-night-but-theres-an-antidote-to-data-induced-insomnia/#respond Thu, 21 Jul 2022 13:00:00 +0000 https://insidebigdata.com/?p=29900 In this sponsored post, our friends over at Acceldata examine how integrating data observability into your business operations will create the necessary environment and feedback loop needed to improve data quality, at scale, on an ongoing basis. It will also help your enterprise make the most out of all the data quality best practices your data team adopts, and will also probably enable you to get a peaceful night’s sleep.]]> https://insideainews.com/2022/07/21/data-quality-should-keep-you-up-at-night-but-theres-an-antidote-to-data-induced-insomnia/feed/ 0 29900