More than half the respondents had issue with governance and security when deploying machine learning and artificial intelligence models in their companies. Integration and compatibility were also a considerable issue, affecting nearly half the companies of respondents in 2020.
Machine learning (ML) challenges faced by global companies in 2020
Characteristic
Share of respondents
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Algorithmia. (November 1, 2020). Machine learning (ML) challenges faced by global companies in 2020 [Graph]. In Statista. Retrieved August 24, 2024, from https://www.statista.com/statistics/1305853/ml-challenges-facing-companies/
Algorithmia. "Machine learning (ML) challenges faced by global companies in 2020." Chart. November 1, 2020. Statista. Accessed August 24, 2024. https://www.statista.com/statistics/1305853/ml-challenges-facing-companies/
Algorithmia. (2020). Machine learning (ML) challenges faced by global companies in 2020. Statista. Statista Inc.. Accessed: August 24, 2024. https://www.statista.com/statistics/1305853/ml-challenges-facing-companies/
Algorithmia. "Machine Learning (Ml) Challenges Faced by Global Companies in 2020." Statista, Statista Inc., 1 Nov 2020, https://www.statista.com/statistics/1305853/ml-challenges-facing-companies/
Algorithmia, Machine learning (ML) challenges faced by global companies in 2020 Statista, https://www.statista.com/statistics/1305853/ml-challenges-facing-companies/ (last visited August 24, 2024)
Machine learning (ML) challenges faced by global companies in 2020 [Graph], Algorithmia, November 1, 2020. [Online]. Available: https://www.statista.com/statistics/1305853/ml-challenges-facing-companies/