Private cloud (off-premise, hosted infrastructure) is where most global organizations host their AI, machine learning or deep learning projects as of 2019, as 54.9 percent of surveyed AI and machines learning developers said that their organizations relied on private cloud infrastructure for AI tools. Many cloud services nowadays incorporate some standard AI tool, such as machine learning notebooks, to their offerings.
Host locations for artificial intelligence (AI), machine learning or deep learning projects worldwide as of 2019*
Characteristic
Share of respondents
Private cloud (off-prem, hosted infrastructure)
54.9%
On your own on-prem infrastructure
51.4%
Public cloud environment
46%
On the device itself
37.4%
0%5%10%15%20%25%30%35%40%45%50%55%60%65%
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Forbes. (November 10, 2019). Host locations for artificial intelligence (AI), machine learning or deep learning projects worldwide as of 2019* [Graph]. In Statista. Retrieved May 01, 2025, from https://www.statista.com/statistics/1069078/worldwide-ai-machine-deep-learning-tools-host/
Forbes. "Host locations for artificial intelligence (AI), machine learning or deep learning projects worldwide as of 2019*." Chart. November 10, 2019. Statista. Accessed May 01, 2025. https://www.statista.com/statistics/1069078/worldwide-ai-machine-deep-learning-tools-host/
Forbes. (2019). Host locations for artificial intelligence (AI), machine learning or deep learning projects worldwide as of 2019*. Statista. Statista Inc.. Accessed: May 01, 2025. https://www.statista.com/statistics/1069078/worldwide-ai-machine-deep-learning-tools-host/
Forbes. "Host Locations for Artificial Intelligence (Ai), Machine Learning or Deep Learning Projects Worldwide as of 2019*." Statista, Statista Inc., 10 Nov 2019, https://www.statista.com/statistics/1069078/worldwide-ai-machine-deep-learning-tools-host/
Forbes, Host locations for artificial intelligence (AI), machine learning or deep learning projects worldwide as of 2019* Statista, https://www.statista.com/statistics/1069078/worldwide-ai-machine-deep-learning-tools-host/ (last visited May 01, 2025)
Host locations for artificial intelligence (AI), machine learning or deep learning projects worldwide as of 2019* [Graph], Forbes, November 10, 2019. [Online]. Available: https://www.statista.com/statistics/1069078/worldwide-ai-machine-deep-learning-tools-host/
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