https://insidebigdata.com/tag/dirty-data/ Your Source for AI, Data Science, Deep Learning & Machine Learning Strategies Wed, 14 Jun 2023 01:40:03 +0000 en-US hourly 1 https://wordpress.org/?v=6.3.2 136462205 https://insidebigdata.com/2023/06/15/the-problem-with-dirty-data-how-data-quality-can-impact-life-science-ai-adoption/ https://insidebigdata.com/2023/06/15/the-problem-with-dirty-data-how-data-quality-can-impact-life-science-ai-adoption/#respond Thu, 15 Jun 2023 10:00:00 +0000 https://insidebigdata.com/?p=32625 Jason Smith, Chief Technology Officer, AI & Analytics at Within3, highlights how many life science data sets contain unclean, unstructured, or highly-regulated data that reduces the effectiveness of AI models. Life science companies must first clean and harmonize their data for effective AI adoption. ]]> https://insidebigdata.com/2023/06/15/the-problem-with-dirty-data-how-data-quality-can-impact-life-science-ai-adoption/feed/ 0 32625 https://insidebigdata.com/2021/04/12/avoiding-the-negative-impacts-of-dirty-marketing-data/ https://insidebigdata.com/2021/04/12/avoiding-the-negative-impacts-of-dirty-marketing-data/#comments Mon, 12 Apr 2021 13:00:00 +0000 https://insidebigdata.com/?p=25955 In this contributed article, Sky Cassidy, CEO of MountainTop Data, highlights how consumers are interested in receiving relevant, meaningful messages but too often the data base a company relies on is filled with incorrect and inconsistent information – meaning those messages are lost. Dirty data can have a negative effect on a company’s bottom line, with some business leaders estimating erroneous online accounts have cost them 12% of their overall revenue.]]> https://insidebigdata.com/2021/04/12/avoiding-the-negative-impacts-of-dirty-marketing-data/feed/ 1 25955